Overview
Dataset statistics
| Number of variables | 140 |
|---|---|
| Number of observations | 52004 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Total size in memory | 55.5 MiB |
| Average record size in memory | 1.1 KiB |
Variable types
| Text | 1 |
|---|---|
| Numeric | 139 |
Reproduction
| Analysis started | 2025-11-23 13:16:53.103133 |
|---|---|
| Analysis finished | 2025-11-23 13:17:04.712074 |
| Duration | 11.61 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
customer_id
Text
Unique
| Distinct | 52004 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 406.4 KiB |
Length
| Max length | 64 |
|---|---|
| Median length | 64 |
| Mean length | 64 |
| Min length | 64 |
Unique
| Unique | 52004 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 0000f727854b50bb95c054b39c1fe5c92e5ebcfa4bcb5dc279f56aa96a365e5a |
|---|---|
| 2nd row | 0001702d0abcdbeeb23f7c434aa6858030f365caf1464aa9c383837cba2f82a6 |
| 3rd row | 0001ae52a920c36edc7ab364ea58a58ca725f0ad44c02ba74ecefe08bb2b91a3 |
| 4th row | 0002511664bff302e40b19ed6872ad4390ac59901e55e2c81a9cc02b21de783a |
| 5th row | 0003dbd80ea9a5fb7a2efabdb984c5fa75450cda717e39853758fb19531a663b |
| Value | Count | Frequency (%) |
| 0000f727854b50bb95c054b39c1fe5c92e5ebcfa4bcb5dc279f56aa96a365e5a | 1 | < 0.1% |
| 00109a468f8c335eea92dee4e8a15bd97826f100995a14a7c1212d22fe7941af | 1 | < 0.1% |
| 0025f0c3ede4ce6c611ad08e8ffc3d1db93416eb5a772d7ffcb0b3742c4eec09 | 1 | < 0.1% |
| 00253c3e61a798ba1b2de698c7b433f191ccfc31ed93e413ac40b06f6e655fca | 1 | < 0.1% |
| 0023dbd9d0d319b3939054ee4cbd75f1c6a804b22d2f29c317b245543c0e8d6d | 1 | < 0.1% |
| 0001ae52a920c36edc7ab364ea58a58ca725f0ad44c02ba74ecefe08bb2b91a3 | 1 | < 0.1% |
| 0002511664bff302e40b19ed6872ad4390ac59901e55e2c81a9cc02b21de783a | 1 | < 0.1% |
| 0003dbd80ea9a5fb7a2efabdb984c5fa75450cda717e39853758fb19531a663b | 1 | < 0.1% |
| 00049f6d0873b02d39ec46aeb294f1cc7c69305bbd172f46a01476c20d0458a9 | 1 | < 0.1% |
| 0005212086e5708f5e2a596558ba5fbf44e25fd47697e68cfa1a7dedffa02966 | 1 | < 0.1% |
| Other values (51994) | 51994 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6 | 209085 | 6.3% |
| f | 208531 | 6.3% |
| 4 | 208431 | 6.3% |
| 0 | 208347 | 6.3% |
| 9 | 208295 | 6.3% |
| 2 | 208103 | 6.3% |
| 7 | 208097 | 6.3% |
| d | 208062 | 6.3% |
| e | 207902 | 6.2% |
| a | 207897 | 6.2% |
| Other values (6) | 1245506 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3328256 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 6 | 209085 | 6.3% |
| f | 208531 | 6.3% |
| 4 | 208431 | 6.3% |
| 0 | 208347 | 6.3% |
| 9 | 208295 | 6.3% |
| 2 | 208103 | 6.3% |
| 7 | 208097 | 6.3% |
| d | 208062 | 6.3% |
| e | 207902 | 6.2% |
| a | 207897 | 6.2% |
| Other values (6) | 1245506 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3328256 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 6 | 209085 | 6.3% |
| f | 208531 | 6.3% |
| 4 | 208431 | 6.3% |
| 0 | 208347 | 6.3% |
| 9 | 208295 | 6.3% |
| 2 | 208103 | 6.3% |
| 7 | 208097 | 6.3% |
| d | 208062 | 6.3% |
| e | 207902 | 6.2% |
| a | 207897 | 6.2% |
| Other values (6) | 1245506 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3328256 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 6 | 209085 | 6.3% |
| f | 208531 | 6.3% |
| 4 | 208431 | 6.3% |
| 0 | 208347 | 6.3% |
| 9 | 208295 | 6.3% |
| 2 | 208103 | 6.3% |
| 7 | 208097 | 6.3% |
| d | 208062 | 6.3% |
| e | 207902 | 6.2% |
| a | 207897 | 6.2% |
| Other values (6) | 1245506 |
usage_app_facebook_daily_total_w1_2
Real number (ℝ)
| Distinct | 47968 |
|---|---|
| Distinct (%) | 92.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1168.308332 |
| Minimum | 59.7 |
|---|---|
| Maximum | 5825.46 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 59.7 |
|---|---|
| 5-th percentile | 551.8055 |
| Q1 | 780.565 |
| median | 1035.71 |
| Q3 | 1344.0825 |
| 95-th percentile | 2408.6005 |
| Maximum | 5825.46 |
| Range | 5765.76 |
| Interquartile range (IQR) | 563.5175 |
Descriptive statistics
| Standard deviation | 584.8479158 |
|---|---|
| Coefficient of variation (CV) | 0.5005938072 |
| Kurtosis | 5.252951348 |
| Mean | 1168.308332 |
| Median Absolute Deviation (MAD) | 276.45 |
| Skewness | 1.963091394 |
| Sum | 60756706.49 |
| Variance | 342047.0846 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1357.73 | 4 | < 0.1% |
| 635.04 | 4 | < 0.1% |
| 1043.46 | 4 | < 0.1% |
| 1283.97 | 4 | < 0.1% |
| 1293.96 | 4 | < 0.1% |
| 871.9 | 4 | < 0.1% |
| 799.01 | 4 | < 0.1% |
| 810.51 | 4 | < 0.1% |
| 1092.75 | 4 | < 0.1% |
| 972.26 | 4 | < 0.1% |
| Other values (47958) | 51964 |
| Value | Count | Frequency (%) |
| 59.7 | 1 | |
| 108.33 | 1 | |
| 140.48 | 1 | |
| 145.89 | 1 | |
| 171.03 | 1 |
| Value | Count | Frequency (%) |
| 5825.46 | 1 | |
| 5629.17 | 1 | |
| 5470.37 | 1 | |
| 5465.11 | 1 | |
| 5298.76 | 1 |
usage_app_facebook_daily_total_w3_4
Real number (ℝ)
Zeros
| Distinct | 47177 |
|---|---|
| Distinct (%) | 90.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 828.5278377 |
| Minimum | 0 |
|---|---|
| Maximum | 6205.67 |
| Zeros | 1224 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 50.339 |
| Q1 | 299.66 |
| median | 689.46 |
| Q3 | 1162.6225 |
| 95-th percentile | 2163.741 |
| Maximum | 6205.67 |
| Range | 6205.67 |
| Interquartile range (IQR) | 862.9625 |
Descriptive statistics
| Standard deviation | 685.5327173 |
|---|---|
| Coefficient of variation (CV) | 0.8274106025 |
| Kurtosis | 2.701446861 |
| Mean | 828.5278377 |
| Median Absolute Deviation (MAD) | 422.5 |
| Skewness | 1.385580325 |
| Sum | 43086761.67 |
| Variance | 469955.1065 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1224 | 2.4% |
| 228.06 | 6 | < 0.1% |
| 622.44 | 5 | < 0.1% |
| 50.33 | 5 | < 0.1% |
| 92.85 | 4 | < 0.1% |
| 292.72 | 4 | < 0.1% |
| 496.62 | 4 | < 0.1% |
| 101.78 | 4 | < 0.1% |
| 134.38 | 4 | < 0.1% |
| 565 | 4 | < 0.1% |
| Other values (47167) | 50740 |
| Value | Count | Frequency (%) |
| 0 | 1224 | |
| 0.05 | 1 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.19 | 1 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6205.67 | 1 | |
| 5747.18 | 1 | |
| 5724.73 | 1 | |
| 5516.24 | 1 | |
| 5308.52 | 1 |
usage_app_facebook_daily_active_days_w1_2
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.84308899 |
| Minimum | 1 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 8 |
| median | 11 |
| Q3 | 14 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.747624701 |
|---|---|
| Coefficient of variation (CV) | 0.2533987043 |
| Kurtosis | -1.132675708 |
| Mean | 10.84308899 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2630010732 |
| Sum | 563884 |
| Variance | 7.549441497 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 16023 | |
| 8 | 7476 | |
| 9 | 6540 | |
| 10 | 5531 | 10.6% |
| 13 | 4093 | 7.9% |
| 11 | 3505 | 6.7% |
| 12 | 3216 | 6.2% |
| 7 | 3013 | 5.8% |
| 6 | 1552 | 3.0% |
| 5 | 719 | 1.4% |
| Other values (4) | 336 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 2 | 13 | < 0.1% |
| 3 | 82 | 0.2% |
| 4 | 239 | 0.5% |
| 5 | 719 |
| Value | Count | Frequency (%) |
| 14 | 16023 | |
| 13 | 4093 | 7.9% |
| 12 | 3216 | 6.2% |
| 11 | 3505 | 6.7% |
| 10 | 5531 | 10.6% |
usage_app_facebook_daily_active_days_w3_4
Real number (ℝ)
Zeros
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.179793862 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1224 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 13 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.362110761 |
|---|---|
| Coefficient of variation (CV) | 0.4682739958 |
| Kurtosis | -0.3755927177 |
| Mean | 7.179793862 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.04747787872 |
| Sum | 373378 |
| Variance | 11.30378877 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 6878 | |
| 9 | 6438 | |
| 7 | 6094 | |
| 6 | 5704 | |
| 5 | 4087 | |
| 10 | 3979 | |
| 4 | 3103 | 6.0% |
| 11 | 2688 | 5.2% |
| 3 | 2614 | 5.0% |
| 14 | 2582 | 5.0% |
| Other values (5) | 7837 |
| Value | Count | Frequency (%) |
| 0 | 1224 | 2.4% |
| 1 | 2071 | |
| 2 | 2030 | |
| 3 | 2614 | |
| 4 | 3103 |
| Value | Count | Frequency (%) |
| 14 | 2582 | |
| 13 | 1060 | 2.0% |
| 12 | 1452 | 2.8% |
| 11 | 2688 | |
| 10 | 3979 |
usage_app_facebook_daily_avg_daily_w1_2
Real number (ℝ)
| Distinct | 47661 |
|---|---|
| Distinct (%) | 91.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.45059513 |
| Minimum | 4.264285714 |
|---|---|
| Maximum | 416.1042857 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 4.264285714 |
|---|---|
| 5-th percentile | 39.41467857 |
| Q1 | 55.75464286 |
| median | 73.97928571 |
| Q3 | 96.00589286 |
| 95-th percentile | 172.0428929 |
| Maximum | 416.1042857 |
| Range | 411.84 |
| Interquartile range (IQR) | 40.25125 |
Descriptive statistics
| Standard deviation | 41.77485113 |
|---|---|
| Coefficient of variation (CV) | 0.5005938072 |
| Kurtosis | 5.252951348 |
| Mean | 83.45059513 |
| Median Absolute Deviation (MAD) | 19.74642857 |
| Skewness | 1.963091394 |
| Sum | 4339764.749 |
| Variance | 1745.138187 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 69.44714286 | 5 | < 0.1% |
| 92.42571429 | 4 | < 0.1% |
| 68.5 | 4 | < 0.1% |
| 69.36285714 | 4 | < 0.1% |
| 72.99 | 4 | < 0.1% |
| 74.43071429 | 4 | < 0.1% |
| 72.05571429 | 4 | < 0.1% |
| 54.225 | 4 | < 0.1% |
| 62.27857143 | 4 | < 0.1% |
| 45.36 | 4 | < 0.1% |
| Other values (47651) | 51963 |
| Value | Count | Frequency (%) |
| 4.264285714 | 1 | |
| 7.737857143 | 1 | |
| 10.03428571 | 1 | |
| 10.42071429 | 1 | |
| 12.21642857 | 1 |
| Value | Count | Frequency (%) |
| 416.1042857 | 1 | |
| 402.0835714 | 1 | |
| 390.7407143 | 1 | |
| 390.365 | 1 | |
| 378.4828571 | 1 |
usage_app_facebook_daily_avg_daily_w3_4
Real number (ℝ)
Zeros
| Distinct | 46951 |
|---|---|
| Distinct (%) | 90.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.18055983 |
| Minimum | 0 |
|---|---|
| Maximum | 443.2621429 |
| Zeros | 1224 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.595642857 |
| Q1 | 21.40428571 |
| median | 49.24714286 |
| Q3 | 83.04446429 |
| 95-th percentile | 154.5529286 |
| Maximum | 443.2621429 |
| Range | 443.2621429 |
| Interquartile range (IQR) | 61.64017857 |
Descriptive statistics
| Standard deviation | 48.96662267 |
|---|---|
| Coefficient of variation (CV) | 0.8274106025 |
| Kurtosis | 2.701446861 |
| Mean | 59.18055983 |
| Median Absolute Deviation (MAD) | 30.17857143 |
| Skewness | 1.385580325 |
| Sum | 3077625.834 |
| Variance | 2397.730135 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1224 | 2.4% |
| 16.29 | 6 | < 0.1% |
| 35.47285714 | 5 | < 0.1% |
| 3.595 | 5 | < 0.1% |
| 36.22214286 | 5 | < 0.1% |
| 44.46 | 5 | < 0.1% |
| 21.38785714 | 4 | < 0.1% |
| 6.632142857 | 4 | < 0.1% |
| 29.52571429 | 4 | < 0.1% |
| 9.145 | 4 | < 0.1% |
| Other values (46941) | 50738 |
| Value | Count | Frequency (%) |
| 0 | 1224 | |
| 0.003571428571 | 1 | < 0.1% |
| 0.007142857143 | 1 | < 0.1% |
| 0.01357142857 | 1 | < 0.1% |
| 0.01428571429 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 443.2621429 | 1 | |
| 410.5128571 | 1 | |
| 408.9092857 | 1 | |
| 394.0171429 | 1 | |
| 379.18 | 1 |
usage_app_facebook_daily_median_w1_2
Real number (ℝ)
Zeros
| Distinct | 23744 |
|---|---|
| Distinct (%) | 45.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.64683121 |
| Minimum | 0 |
|---|---|
| Maximum | 431.56 |
| Zeros | 2607 |
| Zeros (%) | 5.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 50.83 |
| median | 71.3 |
| Q3 | 86.84 |
| 95-th percentile | 126.78425 |
| Maximum | 431.56 |
| Range | 431.56 |
| Interquartile range (IQR) | 36.01 |
Descriptive statistics
| Standard deviation | 38.27218458 |
|---|---|
| Coefficient of variation (CV) | 0.5495179597 |
| Kurtosis | 6.047486183 |
| Mean | 69.64683121 |
| Median Absolute Deviation (MAD) | 17.8275 |
| Skewness | 1.256134573 |
| Sum | 3621913.81 |
| Variance | 1464.760113 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2607 | 5.0% |
| 76.66 | 13 | < 0.1% |
| 79.155 | 13 | < 0.1% |
| 76.61 | 13 | < 0.1% |
| 72.96 | 12 | < 0.1% |
| 75.24 | 12 | < 0.1% |
| 78.65 | 12 | < 0.1% |
| 77.305 | 12 | < 0.1% |
| 75.37 | 12 | < 0.1% |
| 75.475 | 12 | < 0.1% |
| Other values (23734) | 49286 |
| Value | Count | Frequency (%) |
| 0 | 2607 | |
| 0.015 | 1 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.035 | 1 | < 0.1% |
| 0.04 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 431.56 | 1 | |
| 395.4 | 1 | |
| 389.905 | 1 | |
| 389.7 | 1 | |
| 377.22 | 1 |
usage_app_facebook_daily_median_w3_4
Real number (ℝ)
Zeros
| Distinct | 21069 |
|---|---|
| Distinct (%) | 40.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.55161901 |
| Minimum | 0 |
|---|---|
| Maximum | 457.16 |
| Zeros | 20833 |
| Zeros (%) | 40.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 13.685 |
| Q3 | 69.45 |
| 95-th percentile | 132.9955 |
| Maximum | 457.16 |
| Range | 457.16 |
| Interquartile range (IQR) | 69.45 |
Descriptive statistics
| Standard deviation | 49.2845536 |
|---|---|
| Coefficient of variation (CV) | 1.27840425 |
| Kurtosis | 2.111191269 |
| Mean | 38.55161901 |
| Median Absolute Deviation (MAD) | 13.685 |
| Skewness | 1.389550643 |
| Sum | 2004838.395 |
| Variance | 2428.967223 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20833 | |
| 3.27 | 8 | < 0.1% |
| 2.395 | 8 | < 0.1% |
| 0.42 | 7 | < 0.1% |
| 13.105 | 7 | < 0.1% |
| 4.035 | 7 | < 0.1% |
| 3.085 | 7 | < 0.1% |
| 1.465 | 7 | < 0.1% |
| 64.91 | 6 | < 0.1% |
| 1.095 | 6 | < 0.1% |
| Other values (21059) | 31108 |
| Value | Count | Frequency (%) |
| 0 | 20833 | |
| 0.005 | 3 | < 0.1% |
| 0.01 | 3 | < 0.1% |
| 0.015 | 4 | < 0.1% |
| 0.02 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 457.16 | 1 | |
| 423.805 | 1 | |
| 418.545 | 1 | |
| 399.705 | 1 | |
| 390.955 | 1 |
usage_app_facebook_daily_std_dev_w1_2
Real number (ℝ)
Unique
| Distinct | 52004 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.12996175 |
| Minimum | 0.4028688331 |
|---|---|
| Maximum | 472.9026862 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0.4028688331 |
|---|---|
| 5-th percentile | 6.786082906 |
| Q1 | 26.56368927 |
| median | 44.74234898 |
| Q3 | 80.45404305 |
| 95-th percentile | 205.0777827 |
| Maximum | 472.9026862 |
| Range | 472.4998174 |
| Interquartile range (IQR) | 53.89035378 |
Descriptive statistics
| Standard deviation | 62.61861058 |
|---|---|
| Coefficient of variation (CV) | 0.9469022653 |
| Kurtosis | 2.546854334 |
| Mean | 66.12996175 |
| Median Absolute Deviation (MAD) | 23.79660945 |
| Skewness | 1.675345712 |
| Sum | 3439022.531 |
| Variance | 3921.090391 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 94.86930888 | 1 | < 0.1% |
| 33.44537406 | 1 | < 0.1% |
| 109.6473954 | 1 | < 0.1% |
| 44.54803098 | 1 | < 0.1% |
| 16.82659899 | 1 | < 0.1% |
| 17.08175899 | 1 | < 0.1% |
| 75.39988856 | 1 | < 0.1% |
| 14.99785965 | 1 | < 0.1% |
| 14.82917595 | 1 | < 0.1% |
| 43.02609883 | 1 | < 0.1% |
| Other values (51994) | 51994 |
| Value | Count | Frequency (%) |
| 0.4028688331 | 1 | |
| 0.4678528227 | 1 | |
| 0.475618741 | 1 | |
| 0.4770007027 | 1 | |
| 0.4773259996 | 1 |
| Value | Count | Frequency (%) |
| 472.9026862 | 1 | |
| 429.0005926 | 1 | |
| 426.2197412 | 1 | |
| 415.7417843 | 1 | |
| 411.4099657 | 1 |
usage_app_facebook_daily_std_dev_w3_4
Real number (ℝ)
Zeros
| Distinct | 50681 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.53843001 |
| Minimum | 0 |
|---|---|
| Maximum | 471.6520177 |
| Zeros | 1224 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.957298029 |
| Q1 | 29.72214201 |
| median | 53.44595482 |
| Q3 | 79.18775828 |
| 95-th percentile | 194.9875241 |
| Maximum | 471.6520177 |
| Range | 471.6520177 |
| Interquartile range (IQR) | 49.46561627 |
Descriptive statistics
| Standard deviation | 57.58019693 |
|---|---|
| Coefficient of variation (CV) | 0.8525545667 |
| Kurtosis | 3.130434763 |
| Mean | 67.53843001 |
| Median Absolute Deviation (MAD) | 24.38393494 |
| Skewness | 1.694668382 |
| Sum | 3512268.514 |
| Variance | 3315.479079 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1224 | 2.4% |
| 6.219169099 | 3 | < 0.1% |
| 0.6734983296 | 3 | < 0.1% |
| 5.735426251 | 3 | < 0.1% |
| 35.91456569 | 2 | < 0.1% |
| 16.16663252 | 2 | < 0.1% |
| 1.17060424 | 2 | < 0.1% |
| 38.51501757 | 2 | < 0.1% |
| 21.68557717 | 2 | < 0.1% |
| 25.68647796 | 2 | < 0.1% |
| Other values (50671) | 50759 |
| Value | Count | Frequency (%) |
| 0 | 1224 | |
| 0.0133630621 | 1 | < 0.1% |
| 0.02672612419 | 1 | < 0.1% |
| 0.05077963596 | 1 | < 0.1% |
| 0.05345224838 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 471.6520177 | 1 | |
| 420.164503 | 1 | |
| 417.4147385 | 1 | |
| 407.4075778 | 1 | |
| 401.9318158 | 1 |
usage_app_youtube_daily_total_w1_2
Real number (ℝ)
| Distinct | 49359 |
|---|---|
| Distinct (%) | 94.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1866.861963 |
| Minimum | 120.09 |
|---|---|
| Maximum | 9504.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 120.09 |
|---|---|
| 5-th percentile | 880.5605 |
| Q1 | 1244.125 |
| median | 1652.99 |
| Q3 | 2144.77 |
| 95-th percentile | 3874.524 |
| Maximum | 9504.2 |
| Range | 9384.11 |
| Interquartile range (IQR) | 900.645 |
Descriptive statistics
| Standard deviation | 942.1925287 |
|---|---|
| Coefficient of variation (CV) | 0.5046931951 |
| Kurtosis | 5.468583049 |
| Mean | 1866.861963 |
| Median Absolute Deviation (MAD) | 441.845 |
| Skewness | 1.99606042 |
| Sum | 97084289.5 |
| Variance | 887726.7612 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2173.63 | 5 | < 0.1% |
| 1196.59 | 4 | < 0.1% |
| 1117.65 | 4 | < 0.1% |
| 2010.27 | 4 | < 0.1% |
| 1316.35 | 4 | < 0.1% |
| 1267.44 | 4 | < 0.1% |
| 1261.23 | 4 | < 0.1% |
| 1063.68 | 4 | < 0.1% |
| 1646.96 | 4 | < 0.1% |
| 1617.47 | 3 | < 0.1% |
| Other values (49349) | 51964 |
| Value | Count | Frequency (%) |
| 120.09 | 1 | |
| 209.05 | 1 | |
| 217.07 | 1 | |
| 261.87 | 1 | |
| 263.36 | 1 |
| Value | Count | Frequency (%) |
| 9504.2 | 1 | |
| 9430.02 | 1 | |
| 8938.34 | 1 | |
| 8805 | 1 | |
| 8752.87 | 1 |
usage_app_youtube_daily_total_w3_4
Real number (ℝ)
Zeros
| Distinct | 48358 |
|---|---|
| Distinct (%) | 93.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1311.873661 |
| Minimum | 0 |
|---|---|
| Maximum | 10006.96 |
| Zeros | 1319 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 74.59 |
| Q1 | 476.1725 |
| median | 1086.295 |
| Q3 | 1846.8525 |
| 95-th percentile | 3436.2785 |
| Maximum | 10006.96 |
| Range | 10006.96 |
| Interquartile range (IQR) | 1370.68 |
Descriptive statistics
| Standard deviation | 1087.671342 |
|---|---|
| Coefficient of variation (CV) | 0.8290976288 |
| Kurtosis | 2.50948883 |
| Mean | 1311.873661 |
| Median Absolute Deviation (MAD) | 668.76 |
| Skewness | 1.363268754 |
| Sum | 68222677.88 |
| Variance | 1183028.948 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1319 | 2.5% |
| 230.82 | 4 | < 0.1% |
| 244.04 | 4 | < 0.1% |
| 694.4 | 4 | < 0.1% |
| 159.65 | 4 | < 0.1% |
| 1491.05 | 4 | < 0.1% |
| 654.79 | 4 | < 0.1% |
| 295.24 | 4 | < 0.1% |
| 174.47 | 4 | < 0.1% |
| 63.92 | 4 | < 0.1% |
| Other values (48348) | 50649 |
| Value | Count | Frequency (%) |
| 0 | 1319 | |
| 0.08 | 1 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.14 | 1 | < 0.1% |
| 0.23 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10006.96 | 1 | |
| 9617.62 | 1 | |
| 8908.54 | 1 | |
| 8608.12 | 1 | |
| 8272.35 | 1 |
usage_app_youtube_daily_active_days_w1_2
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.87833628 |
| Minimum | 1 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 9 |
| median | 11 |
| Q3 | 14 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.745452958 |
|---|---|
| Coefficient of variation (CV) | 0.2523780187 |
| Kurtosis | -1.144938862 |
| Mean | 10.87833628 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2754240723 |
| Sum | 565717 |
| Variance | 7.537511945 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 16309 | |
| 8 | 7379 | |
| 9 | 6467 | 12.4% |
| 10 | 5445 | 10.5% |
| 13 | 4118 | 7.9% |
| 11 | 3461 | 6.7% |
| 12 | 3252 | 6.3% |
| 7 | 3077 | 5.9% |
| 6 | 1484 | 2.9% |
| 5 | 677 | 1.3% |
| Other values (4) | 335 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 12 | < 0.1% |
| 3 | 64 | 0.1% |
| 4 | 258 | 0.5% |
| 5 | 677 |
| Value | Count | Frequency (%) |
| 14 | 16309 | |
| 13 | 4118 | 7.9% |
| 12 | 3252 | 6.3% |
| 11 | 3461 | 6.7% |
| 10 | 5445 | 10.5% |
usage_app_youtube_daily_active_days_w3_4
Real number (ℝ)
Zeros
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.173448196 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1319 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.369773535 |
|---|---|
| Coefficient of variation (CV) | 0.4697564466 |
| Kurtosis | -0.3717483866 |
| Mean | 7.173448196 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.04923653998 |
| Sum | 373048 |
| Variance | 11.35537368 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 6913 | |
| 9 | 6526 | |
| 7 | 5955 | |
| 6 | 5720 | |
| 5 | 4044 | |
| 10 | 3897 | |
| 4 | 3245 | |
| 11 | 2711 | 5.2% |
| 3 | 2623 | 5.0% |
| 14 | 2619 | 5.0% |
| Other values (5) | 7751 |
| Value | Count | Frequency (%) |
| 0 | 1319 | |
| 1 | 2043 | |
| 2 | 1926 | |
| 3 | 2623 | |
| 4 | 3245 |
| Value | Count | Frequency (%) |
| 14 | 2619 | |
| 13 | 1028 | 2.0% |
| 12 | 1435 | 2.8% |
| 11 | 2711 | |
| 10 | 3897 |
usage_app_youtube_daily_avg_daily_w1_2
Real number (ℝ)
| Distinct | 49133 |
|---|---|
| Distinct (%) | 94.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 133.347283 |
| Minimum | 8.577857143 |
|---|---|
| Maximum | 678.8714286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 8.577857143 |
|---|---|
| 5-th percentile | 62.89717857 |
| Q1 | 88.86607143 |
| median | 118.0707143 |
| Q3 | 153.1978571 |
| 95-th percentile | 276.7517143 |
| Maximum | 678.8714286 |
| Range | 670.2935714 |
| Interquartile range (IQR) | 64.33178571 |
Descriptive statistics
| Standard deviation | 67.29946634 |
|---|---|
| Coefficient of variation (CV) | 0.5046931951 |
| Kurtosis | 5.468583049 |
| Mean | 133.347283 |
| Median Absolute Deviation (MAD) | 31.56035714 |
| Skewness | 1.99606042 |
| Sum | 6934592.107 |
| Variance | 4529.218169 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 155.2592857 | 5 | < 0.1% |
| 75.97714286 | 4 | < 0.1% |
| 90.53142857 | 4 | < 0.1% |
| 94.025 | 4 | < 0.1% |
| 129.1121429 | 4 | < 0.1% |
| 135.8028571 | 4 | < 0.1% |
| 90.08785714 | 4 | < 0.1% |
| 143.5907143 | 4 | < 0.1% |
| 79.83214286 | 4 | < 0.1% |
| 117.64 | 4 | < 0.1% |
| Other values (49123) | 51963 |
| Value | Count | Frequency (%) |
| 8.577857143 | 1 | |
| 14.93214286 | 1 | |
| 15.505 | 1 | |
| 18.705 | 1 | |
| 18.81142857 | 1 |
| Value | Count | Frequency (%) |
| 678.8714286 | 1 | |
| 673.5728571 | 1 | |
| 638.4528571 | 1 | |
| 628.9285714 | 1 | |
| 625.205 | 1 |
usage_app_youtube_daily_avg_daily_w3_4
Real number (ℝ)
Zeros
| Distinct | 48200 |
|---|---|
| Distinct (%) | 92.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.70526152 |
| Minimum | 0 |
|---|---|
| Maximum | 714.7828571 |
| Zeros | 1319 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.327857143 |
| Q1 | 34.01232143 |
| median | 77.5925 |
| Q3 | 131.9180357 |
| 95-th percentile | 245.4484643 |
| Maximum | 714.7828571 |
| Range | 714.7828571 |
| Interquartile range (IQR) | 97.90571429 |
Descriptive statistics
| Standard deviation | 77.69081013 |
|---|---|
| Coefficient of variation (CV) | 0.8290976288 |
| Kurtosis | 2.50948883 |
| Mean | 93.70526152 |
| Median Absolute Deviation (MAD) | 47.76857143 |
| Skewness | 1.363268754 |
| Sum | 4873048.42 |
| Variance | 6035.861978 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1319 | 2.5% |
| 21.08857143 | 4 | < 0.1% |
| 16.48714286 | 4 | < 0.1% |
| 49.6 | 4 | < 0.1% |
| 12.46214286 | 4 | < 0.1% |
| 106.5035714 | 4 | < 0.1% |
| 46.77071429 | 4 | < 0.1% |
| 17.43142857 | 4 | < 0.1% |
| 11.40357143 | 4 | < 0.1% |
| 4.565714286 | 4 | < 0.1% |
| Other values (48190) | 50649 |
| Value | Count | Frequency (%) |
| 0 | 1319 | |
| 0.005714285714 | 1 | < 0.1% |
| 0.007142857143 | 1 | < 0.1% |
| 0.01 | 1 | < 0.1% |
| 0.01642857143 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 714.7828571 | 1 | |
| 686.9728571 | 1 | |
| 636.3242857 | 1 | |
| 614.8657143 | 1 | |
| 590.8821429 | 1 |
usage_app_youtube_daily_median_w1_2
Real number (ℝ)
Zeros
| Distinct | 29417 |
|---|---|
| Distinct (%) | 56.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 111.8030355 |
| Minimum | 0 |
|---|---|
| Maximum | 662.285 |
| Zeros | 2496 |
| Zeros (%) | 4.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.41225 |
| Q1 | 81.49 |
| median | 114.42 |
| Q3 | 139.26 |
| 95-th percentile | 202.847 |
| Maximum | 662.285 |
| Range | 662.285 |
| Interquartile range (IQR) | 57.77 |
Descriptive statistics
| Standard deviation | 61.87446278 |
|---|---|
| Coefficient of variation (CV) | 0.5534238179 |
| Kurtosis | 6.648579764 |
| Mean | 111.8030355 |
| Median Absolute Deviation (MAD) | 28.5675 |
| Skewness | 1.349518493 |
| Sum | 5814205.06 |
| Variance | 3828.449145 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2496 | 4.8% |
| 132.305 | 10 | < 0.1% |
| 119.695 | 9 | < 0.1% |
| 123.38 | 9 | < 0.1% |
| 119.78 | 9 | < 0.1% |
| 102.485 | 9 | < 0.1% |
| 113.465 | 9 | < 0.1% |
| 139.13 | 9 | < 0.1% |
| 123.505 | 8 | < 0.1% |
| 124.965 | 8 | < 0.1% |
| Other values (29407) | 49428 |
| Value | Count | Frequency (%) |
| 0 | 2496 | |
| 0.01 | 1 | < 0.1% |
| 0.025 | 2 | < 0.1% |
| 0.05 | 2 | < 0.1% |
| 0.1 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 662.285 | 1 | |
| 656.69 | 1 | |
| 656.23 | 1 | |
| 650.765 | 1 | |
| 635.19 | 1 |
usage_app_youtube_daily_median_w3_4
Real number (ℝ)
Zeros
| Distinct | 24114 |
|---|---|
| Distinct (%) | 46.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.37902488 |
| Minimum | 0 |
|---|---|
| Maximum | 709.08 |
| Zeros | 20920 |
| Zeros (%) | 40.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 21.5925 |
| Q3 | 110.45875 |
| 95-th percentile | 211.89625 |
| Maximum | 709.08 |
| Range | 709.08 |
| Interquartile range (IQR) | 110.45875 |
Descriptive statistics
| Standard deviation | 78.34848032 |
|---|---|
| Coefficient of variation (CV) | 1.276469942 |
| Kurtosis | 1.952832835 |
| Mean | 61.37902488 |
| Median Absolute Deviation (MAD) | 21.5925 |
| Skewness | 1.36829369 |
| Sum | 3191954.81 |
| Variance | 6138.484369 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20920 | |
| 0.385 | 7 | < 0.1% |
| 21.35 | 7 | < 0.1% |
| 0.275 | 6 | < 0.1% |
| 0.375 | 6 | < 0.1% |
| 13.19 | 6 | < 0.1% |
| 0.86 | 6 | < 0.1% |
| 35.86 | 5 | < 0.1% |
| 3.23 | 5 | < 0.1% |
| 59.305 | 5 | < 0.1% |
| Other values (24104) | 31031 |
| Value | Count | Frequency (%) |
| 0 | 20920 | |
| 0.01 | 2 | < 0.1% |
| 0.015 | 4 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.04 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 709.08 | 1 | |
| 652.9 | 1 | |
| 642.83 | 1 | |
| 631.54 | 1 | |
| 615.245 | 1 |
usage_app_youtube_daily_std_dev_w1_2
Real number (ℝ)
Unique
| Distinct | 52004 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.8271591 |
| Minimum | 0.6671145016 |
|---|---|
| Maximum | 707.5192832 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0.6671145016 |
|---|---|
| 5-th percentile | 10.90743452 |
| Q1 | 41.51702893 |
| median | 70.64990481 |
| Q3 | 124.1881314 |
| 95-th percentile | 329.8790541 |
| Maximum | 707.5192832 |
| Range | 706.8521687 |
| Interquartile range (IQR) | 82.67110247 |
Descriptive statistics
| Standard deviation | 100.2367583 |
|---|---|
| Coefficient of variation (CV) | 0.9562098135 |
| Kurtosis | 2.568382925 |
| Mean | 104.8271591 |
| Median Absolute Deviation (MAD) | 37.04446542 |
| Skewness | 1.697883942 |
| Sum | 5451431.582 |
| Variance | 10047.40771 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 323.5040548 | 1 | < 0.1% |
| 70.91105766 | 1 | < 0.1% |
| 539.8455649 | 1 | < 0.1% |
| 46.71108358 | 1 | < 0.1% |
| 239.2878525 | 1 | < 0.1% |
| 84.28928427 | 1 | < 0.1% |
| 140.0337872 | 1 | < 0.1% |
| 110.9759374 | 1 | < 0.1% |
| 83.91930536 | 1 | < 0.1% |
| 68.87314156 | 1 | < 0.1% |
| Other values (51994) | 51994 |
| Value | Count | Frequency (%) |
| 0.6671145016 | 1 | |
| 0.7006280542 | 1 | |
| 0.7222739579 | 1 | |
| 0.7517441259 | 1 | |
| 0.7648389186 | 1 |
| Value | Count | Frequency (%) |
| 707.5192832 | 1 | |
| 666.5984976 | 1 | |
| 664.4854674 | 1 | |
| 655.1840965 | 1 | |
| 652.3955241 | 1 |
usage_app_youtube_daily_std_dev_w3_4
Real number (ℝ)
Zeros
| Distinct | 50632 |
|---|---|
| Distinct (%) | 97.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106.5047482 |
| Minimum | 0 |
|---|---|
| Maximum | 665.9306439 |
| Zeros | 1319 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10.47147193 |
| Q1 | 46.98219708 |
| median | 84.57156751 |
| Q3 | 124.3590733 |
| 95-th percentile | 310.3490593 |
| Maximum | 665.9306439 |
| Range | 665.9306439 |
| Interquartile range (IQR) | 77.37687618 |
Descriptive statistics
| Standard deviation | 90.76494098 |
|---|---|
| Coefficient of variation (CV) | 0.8522149714 |
| Kurtosis | 2.947772608 |
| Mean | 106.5047482 |
| Median Absolute Deviation (MAD) | 38.47750408 |
| Skewness | 1.670543456 |
| Sum | 5538672.927 |
| Variance | 8238.274511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1319 | 2.5% |
| 44.77694847 | 2 | < 0.1% |
| 40.07582322 | 2 | < 0.1% |
| 28.94171989 | 2 | < 0.1% |
| 31.8495222 | 2 | < 0.1% |
| 48.35023127 | 2 | < 0.1% |
| 38.09541742 | 2 | < 0.1% |
| 24.49449282 | 2 | < 0.1% |
| 17.48957567 | 2 | < 0.1% |
| 64.65583964 | 2 | < 0.1% |
| Other values (50622) | 50667 |
| Value | Count | Frequency (%) |
| 0 | 1319 | |
| 0.02138089935 | 1 | < 0.1% |
| 0.02672612419 | 1 | < 0.1% |
| 0.03741657387 | 1 | < 0.1% |
| 0.06147008564 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 665.9306439 | 1 | |
| 659.5996629 | 1 | |
| 625.717345 | 1 | |
| 619.5155695 | 1 | |
| 614.3136713 | 1 |
usage_app_tiktok_daily_total_w1_2
Real number (ℝ)
| Distinct | 47265 |
|---|---|
| Distinct (%) | 90.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1012.484046 |
| Minimum | 0 |
|---|---|
| Maximum | 4924.22 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 480.0515 |
| Q1 | 675.1925 |
| median | 897.605 |
| Q3 | 1163.3975 |
| 95-th percentile | 2099.071 |
| Maximum | 4924.22 |
| Range | 4924.22 |
| Interquartile range (IQR) | 488.205 |
Descriptive statistics
| Standard deviation | 509.9527133 |
|---|---|
| Coefficient of variation (CV) | 0.5036649369 |
| Kurtosis | 5.321840975 |
| Mean | 1012.484046 |
| Median Absolute Deviation (MAD) | 240.61 |
| Skewness | 1.982975957 |
| Sum | 52653220.35 |
| Variance | 260051.7699 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 646.44 | 5 | < 0.1% |
| 1176.24 | 5 | < 0.1% |
| 1087.94 | 5 | < 0.1% |
| 1028.65 | 4 | < 0.1% |
| 562.91 | 4 | < 0.1% |
| 748.72 | 4 | < 0.1% |
| 709.71 | 4 | < 0.1% |
| 1177.23 | 4 | < 0.1% |
| 560.48 | 4 | < 0.1% |
| 673.92 | 4 | < 0.1% |
| Other values (47255) | 51961 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 85.43 | 1 | |
| 89.07 | 1 | |
| 115.96 | 1 | |
| 117.56 | 1 |
| Value | Count | Frequency (%) |
| 4924.22 | 1 | |
| 4871.18 | 1 | |
| 4870.51 | 1 | |
| 4748.89 | 1 | |
| 4688.62 | 1 |
usage_app_tiktok_daily_total_w3_4
Real number (ℝ)
Zeros
| Distinct | 46737 |
|---|---|
| Distinct (%) | 89.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 713.5268295 |
| Minimum | 0 |
|---|---|
| Maximum | 4718.59 |
| Zeros | 1280 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 43.4215 |
| Q1 | 257.085 |
| median | 592.795 |
| Q3 | 1002.4925 |
| 95-th percentile | 1859.024 |
| Maximum | 4718.59 |
| Range | 4718.59 |
| Interquartile range (IQR) | 745.4075 |
Descriptive statistics
| Standard deviation | 591.3313601 |
|---|---|
| Coefficient of variation (CV) | 0.8287443942 |
| Kurtosis | 2.612510401 |
| Mean | 713.5268295 |
| Median Absolute Deviation (MAD) | 363.67 |
| Skewness | 1.38366948 |
| Sum | 37106249.24 |
| Variance | 349672.7774 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1280 | 2.5% |
| 112.21 | 5 | < 0.1% |
| 60.92 | 4 | < 0.1% |
| 619.23 | 4 | < 0.1% |
| 74.47 | 4 | < 0.1% |
| 171.5 | 4 | < 0.1% |
| 303.35 | 4 | < 0.1% |
| 80 | 4 | < 0.1% |
| 1059.4 | 4 | < 0.1% |
| 327.99 | 4 | < 0.1% |
| Other values (46727) | 50687 |
| Value | Count | Frequency (%) |
| 0 | 1280 | |
| 0.01 | 1 | < 0.1% |
| 0.07 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4718.59 | 1 | |
| 4697.5 | 1 | |
| 4628.97 | 1 | |
| 4505.52 | 1 | |
| 4441.42 | 1 |
usage_app_tiktok_daily_active_days_w1_2
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.87687486 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 9 |
| median | 11 |
| Q3 | 14 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.74219196 |
|---|---|
| Coefficient of variation (CV) | 0.2521121183 |
| Kurtosis | -1.119511642 |
| Mean | 10.87687486 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2833294057 |
| Sum | 565641 |
| Variance | 7.519616747 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 16222 | |
| 8 | 7273 | |
| 9 | 6353 | 12.2% |
| 10 | 5593 | 10.8% |
| 13 | 4052 | 7.8% |
| 11 | 3568 | 6.9% |
| 12 | 3347 | 6.4% |
| 7 | 3067 | 5.9% |
| 6 | 1491 | 2.9% |
| 5 | 686 | 1.3% |
| Other values (4) | 352 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 75 | 0.1% |
| 4 | 267 | 0.5% |
| 5 | 686 |
| Value | Count | Frequency (%) |
| 14 | 16222 | |
| 13 | 4052 | 7.8% |
| 12 | 3347 | 6.4% |
| 11 | 3568 | 6.9% |
| 10 | 5593 | 10.8% |
usage_app_tiktok_daily_active_days_w3_4
Real number (ℝ)
Zeros
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.182889778 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1280 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 13 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.364559562 |
|---|---|
| Coefficient of variation (CV) | 0.4684130853 |
| Kurtosis | -0.375051155 |
| Mean | 7.182889778 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.04816521213 |
| Sum | 373539 |
| Variance | 11.32026105 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 6813 | |
| 9 | 6541 | |
| 7 | 6003 | |
| 6 | 5646 | |
| 5 | 4115 | |
| 10 | 4001 | |
| 4 | 3283 | |
| 11 | 2688 | 5.2% |
| 14 | 2598 | 5.0% |
| 3 | 2547 | 4.9% |
| Other values (5) | 7769 |
| Value | Count | Frequency (%) |
| 0 | 1280 | 2.5% |
| 1 | 2004 | |
| 2 | 1992 | |
| 3 | 2547 | |
| 4 | 3283 |
| Value | Count | Frequency (%) |
| 14 | 2598 | |
| 13 | 1067 | 2.1% |
| 12 | 1426 | 2.7% |
| 11 | 2688 | |
| 10 | 4001 |
usage_app_tiktok_daily_avg_daily_w1_2
Real number (ℝ)
| Distinct | 46902 |
|---|---|
| Distinct (%) | 90.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.32028903 |
| Minimum | 0 |
|---|---|
| Maximum | 351.73 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 34.28939286 |
| Q1 | 48.22803571 |
| median | 64.11464286 |
| Q3 | 83.09982143 |
| 95-th percentile | 149.9336429 |
| Maximum | 351.73 |
| Range | 351.73 |
| Interquartile range (IQR) | 34.87178571 |
Descriptive statistics
| Standard deviation | 36.42519381 |
|---|---|
| Coefficient of variation (CV) | 0.5036649369 |
| Kurtosis | 5.321840975 |
| Mean | 72.32028903 |
| Median Absolute Deviation (MAD) | 17.18642857 |
| Skewness | 1.982975957 |
| Sum | 3760944.311 |
| Variance | 1326.794744 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 69.46142857 | 5 | < 0.1% |
| 84.01714286 | 5 | < 0.1% |
| 46.17428571 | 5 | < 0.1% |
| 77.71 | 5 | < 0.1% |
| 73.475 | 4 | < 0.1% |
| 75.905 | 4 | < 0.1% |
| 84.08785714 | 4 | < 0.1% |
| 53.48 | 4 | < 0.1% |
| 84.47357143 | 4 | < 0.1% |
| 36.81357143 | 4 | < 0.1% |
| Other values (46892) | 51960 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 6.102142857 | 1 | |
| 6.362142857 | 1 | |
| 8.282857143 | 1 | |
| 8.397142857 | 1 |
| Value | Count | Frequency (%) |
| 351.73 | 1 | |
| 347.9414286 | 1 | |
| 347.8935714 | 1 | |
| 339.2064286 | 1 | |
| 334.9014286 | 1 |
usage_app_tiktok_daily_avg_daily_w3_4
Real number (ℝ)
Zeros
| Distinct | 46430 |
|---|---|
| Distinct (%) | 89.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.96620211 |
| Minimum | 0 |
|---|---|
| Maximum | 337.0421429 |
| Zeros | 1280 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.101535714 |
| Q1 | 18.36321429 |
| median | 42.3425 |
| Q3 | 71.60660714 |
| 95-th percentile | 132.7874286 |
| Maximum | 337.0421429 |
| Range | 337.0421429 |
| Interquartile range (IQR) | 53.24339286 |
Descriptive statistics
| Standard deviation | 42.23795429 |
|---|---|
| Coefficient of variation (CV) | 0.8287443942 |
| Kurtosis | 2.612510401 |
| Mean | 50.96620211 |
| Median Absolute Deviation (MAD) | 25.97642857 |
| Skewness | 1.38366948 |
| Sum | 2650446.374 |
| Variance | 1784.044783 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1280 | 2.5% |
| 8.015 | 5 | < 0.1% |
| 7.794285714 | 4 | < 0.1% |
| 5.714285714 | 4 | < 0.1% |
| 6.201428571 | 4 | < 0.1% |
| 12.71071429 | 4 | < 0.1% |
| 21.66785714 | 4 | < 0.1% |
| 12.25 | 4 | < 0.1% |
| 44.23071429 | 4 | < 0.1% |
| 8.386428571 | 4 | < 0.1% |
| Other values (46420) | 50687 |
| Value | Count | Frequency (%) |
| 0 | 1280 | |
| 0.0007142857143 | 1 | < 0.1% |
| 0.005 | 1 | < 0.1% |
| 0.01142857143 | 1 | < 0.1% |
| 0.01214285714 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 337.0421429 | 1 | |
| 335.5357143 | 1 | |
| 330.6407143 | 1 | |
| 321.8228571 | 1 | |
| 317.2442857 | 1 |
usage_app_tiktok_daily_median_w1_2
Real number (ℝ)
Zeros
| Distinct | 22221 |
|---|---|
| Distinct (%) | 42.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.63353617 |
| Minimum | 0 |
|---|---|
| Maximum | 454.105 |
| Zeros | 2529 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.53075 |
| Q1 | 44.155 |
| median | 61.865 |
| Q3 | 75.42 |
| 95-th percentile | 110.98825 |
| Maximum | 454.105 |
| Range | 454.105 |
| Interquartile range (IQR) | 31.265 |
Descriptive statistics
| Standard deviation | 33.68778752 |
|---|---|
| Coefficient of variation (CV) | 0.5555966161 |
| Kurtosis | 6.609095352 |
| Mean | 60.63353617 |
| Median Absolute Deviation (MAD) | 15.565 |
| Skewness | 1.35360291 |
| Sum | 3153186.415 |
| Variance | 1134.867028 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2529 | 4.9% |
| 69.4 | 15 | < 0.1% |
| 66.62 | 13 | < 0.1% |
| 66.92 | 13 | < 0.1% |
| 65.555 | 13 | < 0.1% |
| 64.47 | 13 | < 0.1% |
| 64.375 | 13 | < 0.1% |
| 69.07 | 12 | < 0.1% |
| 65.32 | 12 | < 0.1% |
| 67.15 | 12 | < 0.1% |
| Other values (22211) | 49359 |
| Value | Count | Frequency (%) |
| 0 | 2529 | |
| 0.01 | 1 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.045 | 2 | < 0.1% |
| 0.05 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 454.105 | 1 | |
| 386.89 | 1 | |
| 352.82 | 1 | |
| 344.47 | 1 | |
| 340.335 | 1 |
usage_app_tiktok_daily_median_w3_4
Real number (ℝ)
Zeros
| Distinct | 20098 |
|---|---|
| Distinct (%) | 38.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.23110818 |
| Minimum | 0 |
|---|---|
| Maximum | 419.175 |
| Zeros | 20867 |
| Zeros (%) | 40.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 11.87 |
| Q3 | 59.56375 |
| 95-th percentile | 115.26925 |
| Maximum | 419.175 |
| Range | 419.175 |
| Interquartile range (IQR) | 59.56375 |
Descriptive statistics
| Standard deviation | 42.45509123 |
|---|---|
| Coefficient of variation (CV) | 1.277570733 |
| Kurtosis | 2.084968506 |
| Mean | 33.23110818 |
| Median Absolute Deviation (MAD) | 11.87 |
| Skewness | 1.383999485 |
| Sum | 1728150.55 |
| Variance | 1802.434771 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20867 | |
| 0.54 | 8 | < 0.1% |
| 13.195 | 8 | < 0.1% |
| 8.51 | 7 | < 0.1% |
| 7.645 | 7 | < 0.1% |
| 13.2 | 7 | < 0.1% |
| 1.275 | 7 | < 0.1% |
| 5.885 | 7 | < 0.1% |
| 11.675 | 7 | < 0.1% |
| 55.055 | 7 | < 0.1% |
| Other values (20088) | 31072 |
| Value | Count | Frequency (%) |
| 0 | 20867 | |
| 0.005 | 4 | < 0.1% |
| 0.01 | 3 | < 0.1% |
| 0.015 | 6 | < 0.1% |
| 0.02 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 419.175 | 1 | |
| 393.64 | 1 | |
| 368.42 | 1 | |
| 328.09 | 1 | |
| 322.095 | 1 |
usage_app_tiktok_daily_std_dev_w1_2
Real number (ℝ)
| Distinct | 52002 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.07779656 |
| Minimum | 0 |
|---|---|
| Maximum | 368.4988137 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.893240904 |
| Q1 | 22.64168246 |
| median | 38.58596356 |
| Q3 | 68.56907907 |
| 95-th percentile | 178.9932877 |
| Maximum | 368.4988137 |
| Range | 368.4988137 |
| Interquartile range (IQR) | 45.92739661 |
Descriptive statistics
| Standard deviation | 54.33248093 |
|---|---|
| Coefficient of variation (CV) | 0.9519022143 |
| Kurtosis | 2.585206134 |
| Mean | 57.07779656 |
| Median Absolute Deviation (MAD) | 20.55931728 |
| Skewness | 1.69461604 |
| Sum | 2968273.732 |
| Variance | 2952.018484 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.823581325 | 2 | < 0.1% |
| 0 | 2 | < 0.1% |
| 125.299311 | 1 | < 0.1% |
| 178.4933846 | 1 | < 0.1% |
| 47.28246926 | 1 | < 0.1% |
| 33.20557957 | 1 | < 0.1% |
| 48.12495937 | 1 | < 0.1% |
| 14.44905185 | 1 | < 0.1% |
| 62.76821626 | 1 | < 0.1% |
| 47.08261103 | 1 | < 0.1% |
| Other values (51992) | 51992 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.4040699537 | 1 | |
| 0.4183700712 | 1 | |
| 0.4354869701 | 1 | |
| 0.4386624275 | 1 |
| Value | Count | Frequency (%) |
| 368.4988137 | 1 | |
| 367.7733159 | 1 | |
| 343.5270169 | 1 | |
| 342.8998999 | 1 | |
| 342.7182809 | 1 |
usage_app_tiktok_daily_std_dev_w3_4
Real number (ℝ)
Zeros
| Distinct | 50618 |
|---|---|
| Distinct (%) | 97.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.04753711 |
| Minimum | 0 |
|---|---|
| Maximum | 354.325261 |
| Zeros | 1280 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.984237166 |
| Q1 | 25.63038219 |
| median | 46.01546269 |
| Q3 | 68.30680372 |
| 95-th percentile | 167.3103279 |
| Maximum | 354.325261 |
| Range | 354.325261 |
| Interquartile range (IQR) | 42.67642153 |
Descriptive statistics
| Standard deviation | 49.34371766 |
|---|---|
| Coefficient of variation (CV) | 0.8500570414 |
| Kurtosis | 3.060156077 |
| Mean | 58.04753711 |
| Median Absolute Deviation (MAD) | 21.07171515 |
| Skewness | 1.682020722 |
| Sum | 3018704.12 |
| Variance | 2434.802472 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1280 | 2.5% |
| 17.44681387 | 3 | < 0.1% |
| 7.964385009 | 3 | < 0.1% |
| 21.33546494 | 3 | < 0.1% |
| 3.784419185 | 2 | < 0.1% |
| 19.66240957 | 2 | < 0.1% |
| 5.067273147 | 2 | < 0.1% |
| 23.41208479 | 2 | < 0.1% |
| 27.49316396 | 2 | < 0.1% |
| 12.68421854 | 2 | < 0.1% |
| Other values (50608) | 50703 |
| Value | Count | Frequency (%) |
| 0 | 1280 | |
| 0.002672612419 | 1 | < 0.1% |
| 0.01870828693 | 1 | < 0.1% |
| 0.04276179871 | 1 | < 0.1% |
| 0.04543441113 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 354.325261 | 1 | |
| 339.3381381 | 1 | |
| 335.2238126 | 1 | |
| 330.3677075 | 1 | |
| 327.491305 | 1 |
usage_app_whatsapp_daily_total_w1_2
Real number (ℝ)
| Distinct | 32052 |
|---|---|
| Distinct (%) | 61.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 155.851283 |
| Minimum | 19.39 |
|---|---|
| Maximum | 770.68 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 19.39 |
|---|---|
| 5-th percentile | 73.38 |
| Q1 | 103.9 |
| median | 138.08 |
| Q3 | 179.32 |
| 95-th percentile | 321.8185 |
| Maximum | 770.68 |
| Range | 751.29 |
| Interquartile range (IQR) | 75.42 |
Descriptive statistics
| Standard deviation | 78.41453062 |
|---|---|
| Coefficient of variation (CV) | 0.5031368952 |
| Kurtosis | 5.351149408 |
| Mean | 155.851283 |
| Median Absolute Deviation (MAD) | 37.155 |
| Skewness | 1.973732852 |
| Sum | 8104890.12 |
| Variance | 6148.838613 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 129.52 | 10 | < 0.1% |
| 95.25 | 9 | < 0.1% |
| 95.72 | 9 | < 0.1% |
| 181.48 | 9 | < 0.1% |
| 143.28 | 8 | < 0.1% |
| 129.25 | 8 | < 0.1% |
| 90.25 | 8 | < 0.1% |
| 101.26 | 8 | < 0.1% |
| 98.22 | 8 | < 0.1% |
| 96.92 | 8 | < 0.1% |
| Other values (32042) | 51919 |
| Value | Count | Frequency (%) |
| 19.39 | 1 | |
| 21.27 | 1 | |
| 23.45 | 1 | |
| 25.14 | 1 | |
| 25.36 | 1 |
| Value | Count | Frequency (%) |
| 770.68 | 1 | |
| 733.98 | 1 | |
| 728.32 | 1 | |
| 709.48 | 1 | |
| 703.42 | 1 |
usage_app_whatsapp_daily_total_w3_4
Real number (ℝ)
Zeros
| Distinct | 32700 |
|---|---|
| Distinct (%) | 62.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 110.2410359 |
| Minimum | 0 |
|---|---|
| Maximum | 737.14 |
| Zeros | 1256 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.5915 |
| Q1 | 40.09 |
| median | 91.86 |
| Q3 | 154.7325 |
| 95-th percentile | 285.97 |
| Maximum | 737.14 |
| Range | 737.14 |
| Interquartile range (IQR) | 114.6425 |
Descriptive statistics
| Standard deviation | 90.64409119 |
|---|---|
| Coefficient of variation (CV) | 0.8222354812 |
| Kurtosis | 2.465328814 |
| Mean | 110.2410359 |
| Median Absolute Deviation (MAD) | 56.33 |
| Skewness | 1.346064338 |
| Sum | 5732974.83 |
| Variance | 8216.351268 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1256 | 2.4% |
| 9.95 | 10 | < 0.1% |
| 21.64 | 9 | < 0.1% |
| 19.86 | 9 | < 0.1% |
| 8.33 | 8 | < 0.1% |
| 17.98 | 8 | < 0.1% |
| 19.27 | 8 | < 0.1% |
| 65.11 | 8 | < 0.1% |
| 10.39 | 8 | < 0.1% |
| 10.83 | 8 | < 0.1% |
| Other values (32690) | 50672 |
| Value | Count | Frequency (%) |
| 0 | 1256 | |
| 0.01 | 2 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.03 | 2 | < 0.1% |
| 0.04 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 737.14 | 1 | |
| 731.45 | 1 | |
| 705.71 | 1 | |
| 695.43 | 1 | |
| 694.01 | 1 |
usage_app_whatsapp_daily_active_days_w1_2
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.87412507 |
| Minimum | 2 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 9 |
| median | 11 |
| Q3 | 14 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 12 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.74761916 |
|---|---|
| Coefficient of variation (CV) | 0.252674964 |
| Kurtosis | -1.149026141 |
| Mean | 10.87412507 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2725400145 |
| Sum | 565498 |
| Variance | 7.549411047 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 16302 | |
| 8 | 7275 | |
| 9 | 6472 | 12.4% |
| 10 | 5402 | 10.4% |
| 13 | 4138 | 8.0% |
| 11 | 3525 | 6.8% |
| 7 | 3257 | 6.3% |
| 12 | 3174 | 6.1% |
| 6 | 1494 | 2.9% |
| 5 | 629 | 1.2% |
| Other values (3) | 336 | 0.6% |
| Value | Count | Frequency (%) |
| 2 | 16 | < 0.1% |
| 3 | 75 | 0.1% |
| 4 | 245 | 0.5% |
| 5 | 629 | |
| 6 | 1494 |
| Value | Count | Frequency (%) |
| 14 | 16302 | |
| 13 | 4138 | 8.0% |
| 12 | 3174 | 6.1% |
| 11 | 3525 | 6.8% |
| 10 | 5402 | 10.4% |
usage_app_whatsapp_daily_active_days_w3_4
Real number (ℝ)
Zeros
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.204657334 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1256 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.37021101 |
|---|---|
| Coefficient of variation (CV) | 0.4677822766 |
| Kurtosis | -0.3702883095 |
| Mean | 7.204657334 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.04529884875 |
| Sum | 374671 |
| Variance | 11.35832225 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 6847 | |
| 9 | 6473 | |
| 7 | 6086 | |
| 6 | 5613 | |
| 5 | 4145 | |
| 10 | 3959 | |
| 4 | 3234 | |
| 11 | 2733 | 5.3% |
| 14 | 2707 | 5.2% |
| 3 | 2454 | 4.7% |
| Other values (5) | 7753 |
| Value | Count | Frequency (%) |
| 0 | 1256 | 2.4% |
| 1 | 2016 | |
| 2 | 2004 | |
| 3 | 2454 | |
| 4 | 3234 |
| Value | Count | Frequency (%) |
| 14 | 2707 | |
| 13 | 1036 | 2.0% |
| 12 | 1441 | 2.8% |
| 11 | 2733 | |
| 10 | 3959 |
usage_app_whatsapp_daily_avg_daily_w1_2
Real number (ℝ)
| Distinct | 31255 |
|---|---|
| Distinct (%) | 60.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.1322345 |
| Minimum | 1.385 |
|---|---|
| Maximum | 55.04857143 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 1.385 |
|---|---|
| 5-th percentile | 5.241428571 |
| Q1 | 7.421428571 |
| median | 9.862857143 |
| Q3 | 12.80857143 |
| 95-th percentile | 22.98703571 |
| Maximum | 55.04857143 |
| Range | 53.66357143 |
| Interquartile range (IQR) | 5.387142857 |
Descriptive statistics
| Standard deviation | 5.601037902 |
|---|---|
| Coefficient of variation (CV) | 0.5031368952 |
| Kurtosis | 5.351149408 |
| Mean | 11.1322345 |
| Median Absolute Deviation (MAD) | 2.653928571 |
| Skewness | 1.973732852 |
| Sum | 578920.7229 |
| Variance | 31.37162558 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.049285714 | 11 | < 0.1% |
| 9.095714286 | 10 | < 0.1% |
| 9.251428571 | 10 | < 0.1% |
| 6.803571429 | 9 | < 0.1% |
| 8.837857143 | 9 | < 0.1% |
| 8.696428571 | 9 | < 0.1% |
| 12.96285714 | 9 | < 0.1% |
| 8.475714286 | 9 | < 0.1% |
| 8.027857143 | 9 | < 0.1% |
| 6.837142857 | 9 | < 0.1% |
| Other values (31245) | 51910 |
| Value | Count | Frequency (%) |
| 1.385 | 1 | |
| 1.519285714 | 1 | |
| 1.675 | 1 | |
| 1.795714286 | 1 | |
| 1.811428571 | 1 |
| Value | Count | Frequency (%) |
| 55.04857143 | 1 | |
| 52.42714286 | 1 | |
| 52.02285714 | 1 | |
| 50.67714286 | 1 | |
| 50.24428571 | 1 |
usage_app_whatsapp_daily_avg_daily_w3_4
Real number (ℝ)
Zeros
| Distinct | 31926 |
|---|---|
| Distinct (%) | 61.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.874359706 |
| Minimum | 0 |
|---|---|
| Maximum | 52.65285714 |
| Zeros | 1256 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4708214286 |
| Q1 | 2.863571429 |
| median | 6.561428571 |
| Q3 | 11.05232143 |
| 95-th percentile | 20.42642857 |
| Maximum | 52.65285714 |
| Range | 52.65285714 |
| Interquartile range (IQR) | 8.18875 |
Descriptive statistics
| Standard deviation | 6.474577942 |
|---|---|
| Coefficient of variation (CV) | 0.8222354812 |
| Kurtosis | 2.465328814 |
| Mean | 7.874359706 |
| Median Absolute Deviation (MAD) | 4.023571429 |
| Skewness | 1.346064338 |
| Sum | 409498.2021 |
| Variance | 41.92015953 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1256 | 2.4% |
| 0.7107142857 | 10 | < 0.1% |
| 1.418571429 | 9 | < 0.1% |
| 1.545714286 | 9 | < 0.1% |
| 1.013571429 | 8 | < 0.1% |
| 0.7142857143 | 8 | < 0.1% |
| 0.7421428571 | 8 | < 0.1% |
| 2.166428571 | 8 | < 0.1% |
| 1.191428571 | 8 | < 0.1% |
| 0.595 | 8 | < 0.1% |
| Other values (31916) | 50672 |
| Value | Count | Frequency (%) |
| 0 | 1256 | |
| 0.0007142857143 | 2 | < 0.1% |
| 0.001428571429 | 1 | < 0.1% |
| 0.002142857143 | 2 | < 0.1% |
| 0.002857142857 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 52.65285714 | 1 | |
| 52.24642857 | 1 | |
| 50.40785714 | 1 | |
| 49.67357143 | 1 | |
| 49.57214286 | 1 |
usage_app_whatsapp_daily_median_w1_2
Real number (ℝ)
Zeros
| Distinct | 6764 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.312779113 |
| Minimum | 0 |
|---|---|
| Maximum | 59.64 |
| Zeros | 2459 |
| Zeros (%) | 4.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.165 |
| Q1 | 6.775 |
| median | 9.54 |
| Q3 | 11.6 |
| 95-th percentile | 16.86 |
| Maximum | 59.64 |
| Range | 59.64 |
| Interquartile range (IQR) | 4.825 |
Descriptive statistics
| Standard deviation | 5.157804821 |
|---|---|
| Coefficient of variation (CV) | 0.5538416361 |
| Kurtosis | 6.572194534 |
| Mean | 9.312779113 |
| Median Absolute Deviation (MAD) | 2.405 |
| Skewness | 1.33882204 |
| Sum | 484301.765 |
| Variance | 26.60295057 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2459 | 4.7% |
| 10.055 | 54 | 0.1% |
| 10.355 | 52 | 0.1% |
| 10.085 | 50 | 0.1% |
| 10.015 | 50 | 0.1% |
| 9.945 | 49 | 0.1% |
| 10.02 | 49 | 0.1% |
| 10.04 | 48 | 0.1% |
| 10.27 | 48 | 0.1% |
| 10.3 | 48 | 0.1% |
| Other values (6754) | 49097 |
| Value | Count | Frequency (%) |
| 0 | 2459 | |
| 0.005 | 3 | < 0.1% |
| 0.01 | 3 | < 0.1% |
| 0.015 | 5 | < 0.1% |
| 0.02 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 59.64 | 1 | |
| 59.41 | 1 | |
| 58.065 | 1 | |
| 53.66 | 1 | |
| 52.835 | 1 |
usage_app_whatsapp_daily_median_w3_4
Real number (ℝ)
Zeros
| Distinct | 6679 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.13896556 |
| Minimum | 0 |
|---|---|
| Maximum | 59.265 |
| Zeros | 20722 |
| Zeros (%) | 39.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.835 |
| Q3 | 9.25125 |
| 95-th percentile | 17.67 |
| Maximum | 59.265 |
| Range | 59.265 |
| Interquartile range (IQR) | 9.25125 |
Descriptive statistics
| Standard deviation | 6.523707513 |
|---|---|
| Coefficient of variation (CV) | 1.269459279 |
| Kurtosis | 1.7961492 |
| Mean | 5.13896556 |
| Median Absolute Deviation (MAD) | 1.835 |
| Skewness | 1.33824182 |
| Sum | 267246.765 |
| Variance | 42.55875971 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20722 | |
| 0.12 | 33 | 0.1% |
| 0.16 | 31 | 0.1% |
| 0.055 | 31 | 0.1% |
| 0.51 | 27 | 0.1% |
| 0.135 | 26 | < 0.1% |
| 0.015 | 26 | < 0.1% |
| 0.02 | 26 | < 0.1% |
| 0.2 | 25 | < 0.1% |
| 0.14 | 25 | < 0.1% |
| Other values (6669) | 31032 |
| Value | Count | Frequency (%) |
| 0 | 20722 | |
| 0.005 | 14 | < 0.1% |
| 0.01 | 15 | < 0.1% |
| 0.015 | 26 | < 0.1% |
| 0.02 | 26 | < 0.1% |
| Value | Count | Frequency (%) |
| 59.265 | 1 | |
| 57.465 | 1 | |
| 55.665 | 1 | |
| 55.345 | 1 | |
| 51.51 | 1 |
usage_app_whatsapp_daily_std_dev_w1_2
Real number (ℝ)
| Distinct | 51987 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.776452348 |
| Minimum | 0.04685727687 |
|---|---|
| Maximum | 55.87336457 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0.04685727687 |
|---|---|
| 5-th percentile | 0.8998629918 |
| Q1 | 3.482903631 |
| median | 5.914491189 |
| Q3 | 10.60319435 |
| 95-th percentile | 27.54844414 |
| Maximum | 55.87336457 |
| Range | 55.8265073 |
| Interquartile range (IQR) | 7.120290716 |
Descriptive statistics
| Standard deviation | 8.36690076 |
|---|---|
| Coefficient of variation (CV) | 0.9533351778 |
| Kurtosis | 2.504416405 |
| Mean | 8.776452348 |
| Median Absolute Deviation (MAD) | 3.141754842 |
| Skewness | 1.683533754 |
| Sum | 456410.6279 |
| Variance | 70.00502832 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.167571209 | 2 | < 0.1% |
| 1.104038789 | 2 | < 0.1% |
| 2.084601446 | 2 | < 0.1% |
| 0.8693628461 | 2 | < 0.1% |
| 8.1606037 | 2 | < 0.1% |
| 5.238365025 | 2 | < 0.1% |
| 2.200303176 | 2 | < 0.1% |
| 2.541842046 | 2 | < 0.1% |
| 4.203379919 | 2 | < 0.1% |
| 3.470179398 | 2 | < 0.1% |
| Other values (51977) | 51984 |
| Value | Count | Frequency (%) |
| 0.04685727687 | 1 | |
| 0.05629592143 | 1 | |
| 0.05994961254 | 1 | |
| 0.07232405707 | 1 | |
| 0.07252131176 | 1 |
| Value | Count | Frequency (%) |
| 55.87336457 | 1 | |
| 55.3752302 | 1 | |
| 52.98246656 | 1 | |
| 52.77474263 | 1 | |
| 52.73777411 | 1 |
usage_app_whatsapp_daily_std_dev_w3_4
Real number (ℝ)
Zeros
| Distinct | 50217 |
|---|---|
| Distinct (%) | 96.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.95384097 |
| Minimum | 0 |
|---|---|
| Maximum | 56.65095557 |
| Zeros | 1256 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.8842804633 |
| Q1 | 3.943041251 |
| median | 7.097127282 |
| Q3 | 10.51238464 |
| 95-th percentile | 25.76520676 |
| Maximum | 56.65095557 |
| Range | 56.65095557 |
| Interquartile range (IQR) | 6.569343386 |
Descriptive statistics
| Standard deviation | 7.626660691 |
|---|---|
| Coefficient of variation (CV) | 0.8517753125 |
| Kurtosis | 3.113765357 |
| Mean | 8.95384097 |
| Median Absolute Deviation (MAD) | 3.240817353 |
| Skewness | 1.68602447 |
| Sum | 465635.5458 |
| Variance | 58.16595329 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1256 | 2.4% |
| 2.560362698 | 5 | < 0.1% |
| 0.09621404709 | 5 | < 0.1% |
| 2.891766637 | 5 | < 0.1% |
| 1.440538094 | 4 | < 0.1% |
| 0.03741657387 | 4 | < 0.1% |
| 1.08240803 | 4 | < 0.1% |
| 0.5585759956 | 4 | < 0.1% |
| 2.645886295 | 4 | < 0.1% |
| 1.750561135 | 4 | < 0.1% |
| Other values (50207) | 50709 |
| Value | Count | Frequency (%) |
| 0 | 1256 | |
| 0.002672612419 | 2 | < 0.1% |
| 0.005345224838 | 1 | < 0.1% |
| 0.008017837257 | 2 | < 0.1% |
| 0.01069044968 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 56.65095557 | 1 | |
| 56.03929355 | 1 | |
| 53.87472489 | 1 | |
| 53.29187277 | 1 | |
| 52.97432196 | 1 |
usage_app_helakuru_daily_total_w1_2
Real number (ℝ)
| Distinct | 31853 |
|---|---|
| Distinct (%) | 61.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 155.6416539 |
| Minimum | 10.12 |
|---|---|
| Maximum | 827.01 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 10.12 |
|---|---|
| 5-th percentile | 73.31 |
| Q1 | 103.69 |
| median | 137.975 |
| Q3 | 178.9825 |
| 95-th percentile | 323.9685 |
| Maximum | 827.01 |
| Range | 816.89 |
| Interquartile range (IQR) | 75.2925 |
Descriptive statistics
| Standard deviation | 78.53501738 |
|---|---|
| Coefficient of variation (CV) | 0.5045886844 |
| Kurtosis | 5.222898682 |
| Mean | 155.6416539 |
| Median Absolute Deviation (MAD) | 36.965 |
| Skewness | 1.965237303 |
| Sum | 8093988.57 |
| Variance | 6167.748956 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 113.67 | 10 | < 0.1% |
| 105.16 | 9 | < 0.1% |
| 148.92 | 9 | < 0.1% |
| 93.19 | 8 | < 0.1% |
| 96.3 | 8 | < 0.1% |
| 100.56 | 8 | < 0.1% |
| 146.25 | 8 | < 0.1% |
| 181.48 | 8 | < 0.1% |
| 128.93 | 8 | < 0.1% |
| 90.78 | 8 | < 0.1% |
| Other values (31843) | 51920 |
| Value | Count | Frequency (%) |
| 10.12 | 1 | |
| 16.04 | 1 | |
| 18.68 | 1 | |
| 19.93 | 1 | |
| 21.54 | 1 |
| Value | Count | Frequency (%) |
| 827.01 | 1 | |
| 733.44 | 1 | |
| 711.17 | 1 | |
| 703.32 | 1 | |
| 688.33 | 1 |
usage_app_helakuru_daily_total_w3_4
Real number (ℝ)
Zeros
| Distinct | 32498 |
|---|---|
| Distinct (%) | 62.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 110.2419425 |
| Minimum | 0 |
|---|---|
| Maximum | 771.54 |
| Zeros | 1139 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.9815 |
| Q1 | 40.1775 |
| median | 90.78 |
| Q3 | 154.2025 |
| 95-th percentile | 289.357 |
| Maximum | 771.54 |
| Range | 771.54 |
| Interquartile range (IQR) | 114.025 |
Descriptive statistics
| Standard deviation | 91.53489525 |
|---|---|
| Coefficient of variation (CV) | 0.8303091649 |
| Kurtosis | 2.618309276 |
| Mean | 110.2419425 |
| Median Absolute Deviation (MAD) | 55.61 |
| Skewness | 1.396254742 |
| Sum | 5733021.98 |
| Variance | 8378.637048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1139 | 2.2% |
| 12.44 | 11 | < 0.1% |
| 18.21 | 10 | < 0.1% |
| 11.43 | 10 | < 0.1% |
| 13.55 | 10 | < 0.1% |
| 131.06 | 9 | < 0.1% |
| 10.42 | 9 | < 0.1% |
| 13.64 | 9 | < 0.1% |
| 7.91 | 9 | < 0.1% |
| 10.58 | 9 | < 0.1% |
| Other values (32488) | 50779 |
| Value | Count | Frequency (%) |
| 0 | 1139 | |
| 0.01 | 5 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.03 | 2 | < 0.1% |
| 0.04 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 771.54 | 1 | |
| 760.92 | 1 | |
| 729.66 | 1 | |
| 724.21 | 1 | |
| 712.04 | 1 |
usage_app_helakuru_daily_active_days_w1_2
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.86022229 |
| Minimum | 1 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 8 |
| median | 11 |
| Q3 | 14 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.746887468 |
|---|---|
| Coefficient of variation (CV) | 0.2529310538 |
| Kurtosis | -1.142152931 |
| Mean | 10.86022229 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2678571036 |
| Sum | 564775 |
| Variance | 7.545390763 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 16175 | |
| 8 | 7478 | |
| 9 | 6459 | 12.4% |
| 10 | 5446 | 10.5% |
| 13 | 4102 | 7.9% |
| 11 | 3547 | 6.8% |
| 12 | 3198 | 6.1% |
| 7 | 3064 | 5.9% |
| 6 | 1496 | 2.9% |
| 5 | 713 | 1.4% |
| Other values (4) | 326 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 3 | < 0.1% |
| 2 | 10 | < 0.1% |
| 3 | 73 | 0.1% |
| 4 | 240 | 0.5% |
| 5 | 713 |
| Value | Count | Frequency (%) |
| 14 | 16175 | |
| 13 | 4102 | 7.9% |
| 12 | 3198 | 6.1% |
| 11 | 3547 | 6.8% |
| 10 | 5446 | 10.5% |
usage_app_helakuru_daily_active_days_w3_4
Real number (ℝ)
Zeros
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.198965464 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1139 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.357014744 |
|---|---|
| Coefficient of variation (CV) | 0.4663190511 |
| Kurtosis | -0.3753939558 |
| Mean | 7.198965464 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.03969896255 |
| Sum | 374375 |
| Variance | 11.26954799 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 6813 | |
| 9 | 6451 | |
| 7 | 6114 | |
| 6 | 5726 | |
| 5 | 4093 | |
| 10 | 3988 | |
| 4 | 3195 | |
| 11 | 2695 | 5.2% |
| 14 | 2623 | 5.0% |
| 3 | 2537 | 4.9% |
| Other values (5) | 7769 |
| Value | Count | Frequency (%) |
| 0 | 1139 | 2.2% |
| 1 | 2096 | |
| 2 | 2003 | |
| 3 | 2537 | |
| 4 | 3195 |
| Value | Count | Frequency (%) |
| 14 | 2623 | |
| 13 | 1081 | 2.1% |
| 12 | 1450 | 2.8% |
| 11 | 2695 | |
| 10 | 3988 |
usage_app_helakuru_daily_avg_daily_w1_2
Real number (ℝ)
| Distinct | 30985 |
|---|---|
| Distinct (%) | 59.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.11726099 |
| Minimum | 0.7228571429 |
|---|---|
| Maximum | 59.07214286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0.7228571429 |
|---|---|
| 5-th percentile | 5.236428571 |
| Q1 | 7.406428571 |
| median | 9.855357143 |
| Q3 | 12.78446429 |
| 95-th percentile | 23.14060714 |
| Maximum | 59.07214286 |
| Range | 58.34928571 |
| Interquartile range (IQR) | 5.378035714 |
Descriptive statistics
| Standard deviation | 5.609644099 |
|---|---|
| Coefficient of variation (CV) | 0.5045886844 |
| Kurtosis | 5.222898682 |
| Mean | 11.11726099 |
| Median Absolute Deviation (MAD) | 2.640357143 |
| Skewness | 1.965237303 |
| Sum | 578142.0407 |
| Variance | 31.46810692 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.119285714 | 10 | < 0.1% |
| 9.04 | 10 | < 0.1% |
| 10.63714286 | 9 | < 0.1% |
| 7.511428571 | 9 | < 0.1% |
| 8.295 | 9 | < 0.1% |
| 10.86857143 | 8 | < 0.1% |
| 8.762142857 | 8 | < 0.1% |
| 9.208571429 | 8 | < 0.1% |
| 10.44642857 | 8 | < 0.1% |
| 7.406428571 | 8 | < 0.1% |
| Other values (30975) | 51917 |
| Value | Count | Frequency (%) |
| 0.7228571429 | 1 | |
| 1.145714286 | 1 | |
| 1.334285714 | 1 | |
| 1.423571429 | 1 | |
| 1.538571429 | 1 |
| Value | Count | Frequency (%) |
| 59.07214286 | 1 | |
| 52.38857143 | 1 | |
| 50.79785714 | 1 | |
| 50.23714286 | 1 | |
| 49.16642857 | 1 |
usage_app_helakuru_daily_avg_daily_w3_4
Real number (ℝ)
Zeros
| Distinct | 31665 |
|---|---|
| Distinct (%) | 60.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.874424467 |
| Minimum | 0 |
|---|---|
| Maximum | 55.11 |
| Zeros | 1139 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4986785714 |
| Q1 | 2.869821429 |
| median | 6.484285714 |
| Q3 | 11.01446429 |
| 95-th percentile | 20.66835714 |
| Maximum | 55.11 |
| Range | 55.11 |
| Interquartile range (IQR) | 8.144642857 |
Descriptive statistics
| Standard deviation | 6.538206804 |
|---|---|
| Coefficient of variation (CV) | 0.8303091649 |
| Kurtosis | 2.618309276 |
| Mean | 7.874424467 |
| Median Absolute Deviation (MAD) | 3.972142857 |
| Skewness | 1.396254742 |
| Sum | 409501.57 |
| Variance | 42.74814821 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1139 | 2.2% |
| 0.8885714286 | 11 | < 0.1% |
| 0.9678571429 | 10 | < 0.1% |
| 0.8164285714 | 10 | < 0.1% |
| 1.300714286 | 10 | < 0.1% |
| 4.142857143 | 9 | < 0.1% |
| 0.6621428571 | 9 | < 0.1% |
| 0.9742857143 | 9 | < 0.1% |
| 1.635714286 | 9 | < 0.1% |
| 9.361428571 | 9 | < 0.1% |
| Other values (31655) | 50779 |
| Value | Count | Frequency (%) |
| 0 | 1139 | |
| 0.0007142857143 | 5 | < 0.1% |
| 0.001428571429 | 1 | < 0.1% |
| 0.002142857143 | 2 | < 0.1% |
| 0.002857142857 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 55.11 | 1 | |
| 54.35142857 | 1 | |
| 52.11857143 | 1 | |
| 51.72928571 | 1 | |
| 50.86 | 1 |
usage_app_helakuru_daily_median_w1_2
Real number (ℝ)
Zeros
| Distinct | 6758 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.314956638 |
| Minimum | 0 |
|---|---|
| Maximum | 59.82 |
| Zeros | 2535 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.075 |
| Q1 | 6.805 |
| median | 9.53 |
| Q3 | 11.59 |
| 95-th percentile | 16.96 |
| Maximum | 59.82 |
| Range | 59.82 |
| Interquartile range (IQR) | 4.785 |
Descriptive statistics
| Standard deviation | 5.163457197 |
|---|---|
| Coefficient of variation (CV) | 0.5543189729 |
| Kurtosis | 6.89196509 |
| Mean | 9.314956638 |
| Median Absolute Deviation (MAD) | 2.37 |
| Skewness | 1.371727728 |
| Sum | 484415.005 |
| Variance | 26.66129022 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2535 | 4.9% |
| 10.34 | 59 | 0.1% |
| 10.18 | 55 | 0.1% |
| 10.035 | 51 | 0.1% |
| 9.55 | 49 | 0.1% |
| 10.32 | 49 | 0.1% |
| 10.64 | 48 | 0.1% |
| 10.02 | 47 | 0.1% |
| 10.07 | 47 | 0.1% |
| 10.21 | 47 | 0.1% |
| Other values (6748) | 49017 |
| Value | Count | Frequency (%) |
| 0 | 2535 | |
| 0.005 | 2 | < 0.1% |
| 0.01 | 7 | < 0.1% |
| 0.015 | 5 | < 0.1% |
| 0.02 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 59.82 | 1 | |
| 57.945 | 1 | |
| 57.665 | 1 | |
| 55.18 | 1 | |
| 53.845 | 1 |
usage_app_helakuru_daily_median_w3_4
Real number (ℝ)
Zeros
| Distinct | 6695 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.133360126 |
| Minimum | 0 |
|---|---|
| Maximum | 61.625 |
| Zeros | 20789 |
| Zeros (%) | 40.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.8125 |
| Q3 | 9.235 |
| 95-th percentile | 17.67925 |
| Maximum | 61.625 |
| Range | 61.625 |
| Interquartile range (IQR) | 9.235 |
Descriptive statistics
| Standard deviation | 6.564330179 |
|---|---|
| Coefficient of variation (CV) | 1.278758945 |
| Kurtosis | 2.128989412 |
| Mean | 5.133360126 |
| Median Absolute Deviation (MAD) | 1.8125 |
| Skewness | 1.3951559 |
| Sum | 266955.26 |
| Variance | 43.0904307 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20789 | |
| 0.095 | 30 | 0.1% |
| 0.15 | 29 | 0.1% |
| 0.025 | 27 | 0.1% |
| 0.165 | 26 | < 0.1% |
| 0.04 | 25 | < 0.1% |
| 0.02 | 25 | < 0.1% |
| 0.08 | 24 | < 0.1% |
| 0.17 | 23 | < 0.1% |
| 0.01 | 23 | < 0.1% |
| Other values (6685) | 30983 |
| Value | Count | Frequency (%) |
| 0 | 20789 | |
| 0.005 | 16 | < 0.1% |
| 0.01 | 23 | < 0.1% |
| 0.015 | 22 | < 0.1% |
| 0.02 | 25 | < 0.1% |
| Value | Count | Frequency (%) |
| 61.625 | 1 | |
| 52.76 | 1 | |
| 51.81 | 1 | |
| 50.62 | 1 | |
| 50.38 | 1 |
usage_app_helakuru_daily_std_dev_w1_2
Real number (ℝ)
| Distinct | 51991 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.768523205 |
| Minimum | 0.04565157099 |
|---|---|
| Maximum | 60.79338318 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0.04565157099 |
|---|---|
| 5-th percentile | 0.8930782687 |
| Q1 | 3.513459188 |
| median | 5.893809031 |
| Q3 | 10.54025676 |
| 95-th percentile | 27.41420327 |
| Maximum | 60.79338318 |
| Range | 60.7477316 |
| Interquartile range (IQR) | 7.02679757 |
Descriptive statistics
| Standard deviation | 8.360924824 |
|---|---|
| Coefficient of variation (CV) | 0.9535157322 |
| Kurtosis | 2.496476386 |
| Mean | 8.768523205 |
| Median Absolute Deviation (MAD) | 3.120001347 |
| Skewness | 1.682761961 |
| Sum | 455998.2808 |
| Variance | 69.90506391 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6476568078 | 2 | < 0.1% |
| 3.924871734 | 2 | < 0.1% |
| 1.430974462 | 2 | < 0.1% |
| 1.465554128 | 2 | < 0.1% |
| 1.886016792 | 2 | < 0.1% |
| 5.311247086 | 2 | < 0.1% |
| 7.225962995 | 2 | < 0.1% |
| 3.526012052 | 2 | < 0.1% |
| 3.537413611 | 2 | < 0.1% |
| 1.593885466 | 2 | < 0.1% |
| Other values (51981) | 51984 |
| Value | Count | Frequency (%) |
| 0.04565157099 | 1 | |
| 0.05197738308 | 1 | |
| 0.05201436826 | 1 | |
| 0.05937865084 | 1 | |
| 0.06305413687 | 1 |
| Value | Count | Frequency (%) |
| 60.79338318 | 1 | |
| 54.10871219 | 1 | |
| 53.18286037 | 1 | |
| 52.28952796 | 1 | |
| 52.27270345 | 1 |
usage_app_helakuru_daily_std_dev_w3_4
Real number (ℝ)
Zeros
| Distinct | 50315 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.965901197 |
| Minimum | 0 |
|---|---|
| Maximum | 57.19633336 |
| Zeros | 1139 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.9324212152 |
| Q1 | 3.952793768 |
| median | 7.069412314 |
| Q3 | 10.45776087 |
| 95-th percentile | 26.06459494 |
| Maximum | 57.19633336 |
| Range | 57.19633336 |
| Interquartile range (IQR) | 6.504967104 |
Descriptive statistics
| Standard deviation | 7.657523356 |
|---|---|
| Coefficient of variation (CV) | 0.854071798 |
| Kurtosis | 3.017098176 |
| Mean | 8.965901197 |
| Median Absolute Deviation (MAD) | 3.214672937 |
| Skewness | 1.690373879 |
| Sum | 466262.7258 |
| Variance | 58.63766395 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1139 | 2.2% |
| 2.827623939 | 5 | < 0.1% |
| 2.477511713 | 5 | < 0.1% |
| 3.324729849 | 5 | < 0.1% |
| 3.06014122 | 5 | < 0.1% |
| 3.212480128 | 5 | < 0.1% |
| 2.378625053 | 4 | < 0.1% |
| 3.388872547 | 4 | < 0.1% |
| 1.942989229 | 4 | < 0.1% |
| 2.191542184 | 4 | < 0.1% |
| Other values (50305) | 50824 |
| Value | Count | Frequency (%) |
| 0 | 1139 | |
| 0.002672612419 | 1 | < 0.1% |
| 0.002672612419 | 4 | < 0.1% |
| 0.005345224838 | 1 | < 0.1% |
| 0.008017837257 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 57.19633336 | 1 | |
| 53.48081334 | 1 | |
| 50.88785568 | 1 | |
| 49.76788008 | 1 | |
| 49.01304063 | 1 |
usage_app_other_total_w1_2
Real number (ℝ)
| Distinct | 48900 |
|---|---|
| Distinct (%) | 94.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1558.709549 |
| Minimum | 123.09 |
|---|---|
| Maximum | 7903.24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 123.09 |
|---|---|
| 5-th percentile | 738.773 |
| Q1 | 1038.59 |
| median | 1384.25 |
| Q3 | 1790.7975 |
| 95-th percentile | 3222.1585 |
| Maximum | 7903.24 |
| Range | 7780.15 |
| Interquartile range (IQR) | 752.2075 |
Descriptive statistics
| Standard deviation | 780.5751721 |
|---|---|
| Coefficient of variation (CV) | 0.5007829537 |
| Kurtosis | 5.183169931 |
| Mean | 1558.709549 |
| Median Absolute Deviation (MAD) | 369.99 |
| Skewness | 1.955108348 |
| Sum | 81059131.41 |
| Variance | 609297.5993 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1027.9 | 4 | < 0.1% |
| 990 | 4 | < 0.1% |
| 1396.18 | 4 | < 0.1% |
| 1205.16 | 4 | < 0.1% |
| 1721.44 | 4 | < 0.1% |
| 904.92 | 4 | < 0.1% |
| 1112.27 | 4 | < 0.1% |
| 1818.67 | 4 | < 0.1% |
| 791.6 | 4 | < 0.1% |
| 933.34 | 4 | < 0.1% |
| Other values (48890) | 51964 |
| Value | Count | Frequency (%) |
| 123.09 | 1 | |
| 158.65 | 1 | |
| 166.05 | 1 | |
| 211.79 | 1 | |
| 230.74 | 1 |
| Value | Count | Frequency (%) |
| 7903.24 | 1 | |
| 7741.71 | 1 | |
| 7603.79 | 1 | |
| 7337 | 1 | |
| 7258.97 | 1 |
usage_app_other_total_w3_4
Real number (ℝ)
Zeros
| Distinct | 48121 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1104.912579 |
| Minimum | 0 |
|---|---|
| Maximum | 8141.37 |
| Zeros | 1227 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 66.876 |
| Q1 | 400.775 |
| median | 916.63 |
| Q3 | 1543.5425 |
| 95-th percentile | 2877.833 |
| Maximum | 8141.37 |
| Range | 8141.37 |
| Interquartile range (IQR) | 1142.7675 |
Descriptive statistics
| Standard deviation | 917.7902125 |
|---|---|
| Coefficient of variation (CV) | 0.8306450933 |
| Kurtosis | 2.672221204 |
| Mean | 1104.912579 |
| Median Absolute Deviation (MAD) | 558.03 |
| Skewness | 1.397480857 |
| Sum | 57459873.77 |
| Variance | 842338.8741 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1227 | 2.4% |
| 663.47 | 4 | < 0.1% |
| 259.85 | 4 | < 0.1% |
| 640.78 | 4 | < 0.1% |
| 399 | 4 | < 0.1% |
| 1379.52 | 3 | < 0.1% |
| 609.29 | 3 | < 0.1% |
| 221.21 | 3 | < 0.1% |
| 961.97 | 3 | < 0.1% |
| 87.08 | 3 | < 0.1% |
| Other values (48111) | 50746 |
| Value | Count | Frequency (%) |
| 0 | 1227 | |
| 0.01 | 2 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.14 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8141.37 | 1 | |
| 7499.93 | 1 | |
| 7274.98 | 1 | |
| 6958.98 | 1 | |
| 6910.93 | 1 |
usage_app_other_active_days_w1_2
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.87412507 |
| Minimum | 2 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 8 |
| median | 11 |
| Q3 | 14 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 12 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.748234973 |
|---|---|
| Coefficient of variation (CV) | 0.2527315951 |
| Kurtosis | -1.145275538 |
| Mean | 10.87412507 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2786767294 |
| Sum | 565498 |
| Variance | 7.552795467 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 16226 | |
| 8 | 7424 | |
| 9 | 6322 | 12.2% |
| 10 | 5437 | 10.5% |
| 13 | 4176 | 8.0% |
| 11 | 3524 | 6.8% |
| 12 | 3276 | 6.3% |
| 7 | 3052 | 5.9% |
| 6 | 1529 | 2.9% |
| 5 | 699 | 1.3% |
| Other values (3) | 339 | 0.7% |
| Value | Count | Frequency (%) |
| 2 | 10 | < 0.1% |
| 3 | 59 | 0.1% |
| 4 | 270 | 0.5% |
| 5 | 699 | |
| 6 | 1529 |
| Value | Count | Frequency (%) |
| 14 | 16226 | |
| 13 | 4176 | 8.0% |
| 12 | 3276 | 6.3% |
| 11 | 3524 | 6.8% |
| 10 | 5437 | 10.5% |
usage_app_other_active_days_w3_4
Real number (ℝ)
Zeros
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.196350281 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1227 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.360638062 |
|---|---|
| Coefficient of variation (CV) | 0.4669920072 |
| Kurtosis | -0.3675591248 |
| Mean | 7.196350281 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.04377186636 |
| Sum | 374239 |
| Variance | 11.29388818 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 6894 | |
| 9 | 6399 | |
| 7 | 6021 | |
| 6 | 5796 | |
| 5 | 4122 | |
| 10 | 3964 | |
| 4 | 3161 | |
| 11 | 2717 | 5.2% |
| 14 | 2638 | 5.1% |
| 3 | 2566 | 4.9% |
| Other values (5) | 7726 |
| Value | Count | Frequency (%) |
| 0 | 1227 | 2.4% |
| 1 | 2050 | |
| 2 | 1932 | |
| 3 | 2566 | |
| 4 | 3161 |
| Value | Count | Frequency (%) |
| 14 | 2638 | |
| 13 | 1044 | 2.0% |
| 12 | 1473 | 2.8% |
| 11 | 2717 | |
| 10 | 3964 |
usage_app_other_avg_daily_w1_2
Real number (ℝ)
| Distinct | 48580 |
|---|---|
| Distinct (%) | 93.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 111.3363964 |
| Minimum | 8.792142857 |
|---|---|
| Maximum | 564.5171429 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 8.792142857 |
|---|---|
| 5-th percentile | 52.7695 |
| Q1 | 74.185 |
| median | 98.875 |
| Q3 | 127.9141071 |
| 95-th percentile | 230.1541786 |
| Maximum | 564.5171429 |
| Range | 555.725 |
| Interquartile range (IQR) | 53.72910714 |
Descriptive statistics
| Standard deviation | 55.75536943 |
|---|---|
| Coefficient of variation (CV) | 0.5007829537 |
| Kurtosis | 5.183169931 |
| Mean | 111.3363964 |
| Median Absolute Deviation (MAD) | 26.42785714 |
| Skewness | 1.955108348 |
| Sum | 5789937.958 |
| Variance | 3108.661221 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 66.66714286 | 4 | < 0.1% |
| 129.905 | 4 | < 0.1% |
| 73.42142857 | 4 | < 0.1% |
| 79.44785714 | 4 | < 0.1% |
| 67.43071429 | 4 | < 0.1% |
| 99.72714286 | 4 | < 0.1% |
| 122.96 | 4 | < 0.1% |
| 129.8521429 | 4 | < 0.1% |
| 132.7928571 | 4 | < 0.1% |
| 129.9014286 | 4 | < 0.1% |
| Other values (48570) | 51964 |
| Value | Count | Frequency (%) |
| 8.792142857 | 1 | |
| 11.33214286 | 1 | |
| 11.86071429 | 1 | |
| 15.12785714 | 1 | |
| 16.48142857 | 1 |
| Value | Count | Frequency (%) |
| 564.5171429 | 1 | |
| 552.9792857 | 1 | |
| 543.1278571 | 1 | |
| 524.0714286 | 1 | |
| 518.4978571 | 1 |
usage_app_other_avg_daily_w3_4
Real number (ℝ)
Zeros
| Distinct | 47951 |
|---|---|
| Distinct (%) | 92.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.92232709 |
| Minimum | 0 |
|---|---|
| Maximum | 581.5264286 |
| Zeros | 1227 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.776857143 |
| Q1 | 28.62678571 |
| median | 65.47357143 |
| Q3 | 110.2530357 |
| 95-th percentile | 205.5595 |
| Maximum | 581.5264286 |
| Range | 581.5264286 |
| Interquartile range (IQR) | 81.62625 |
Descriptive statistics
| Standard deviation | 65.55644375 |
|---|---|
| Coefficient of variation (CV) | 0.8306450933 |
| Kurtosis | 2.672221204 |
| Mean | 78.92232709 |
| Median Absolute Deviation (MAD) | 39.85928571 |
| Skewness | 1.397480857 |
| Sum | 4104276.698 |
| Variance | 4297.647317 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1227 | 2.4% |
| 8.35 | 4 | < 0.1% |
| 45.77 | 4 | < 0.1% |
| 18.56071429 | 4 | < 0.1% |
| 28.5 | 4 | < 0.1% |
| 47.39071429 | 4 | < 0.1% |
| 73.01285714 | 4 | < 0.1% |
| 22.28142857 | 3 | < 0.1% |
| 64.96857143 | 3 | < 0.1% |
| 53.86357143 | 3 | < 0.1% |
| Other values (47941) | 50744 |
| Value | Count | Frequency (%) |
| 0 | 1227 | |
| 0.0007142857143 | 2 | < 0.1% |
| 0.001428571429 | 1 | < 0.1% |
| 0.007142857143 | 1 | < 0.1% |
| 0.01 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 581.5264286 | 1 | |
| 535.7092857 | 1 | |
| 519.6414286 | 1 | |
| 497.07 | 1 | |
| 493.6378571 | 1 |
usage_app_other_median_w1_2
Real number (ℝ)
Zeros
| Distinct | 27194 |
|---|---|
| Distinct (%) | 52.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.24965089 |
| Minimum | 0 |
|---|---|
| Maximum | 621.945 |
| Zeros | 2567 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.49575 |
| Q1 | 67.97 |
| median | 95.3725 |
| Q3 | 116.21625 |
| 95-th percentile | 170.125 |
| Maximum | 621.945 |
| Range | 621.945 |
| Interquartile range (IQR) | 48.24625 |
Descriptive statistics
| Standard deviation | 51.43181145 |
|---|---|
| Coefficient of variation (CV) | 0.5515496408 |
| Kurtosis | 6.448501673 |
| Mean | 93.24965089 |
| Median Absolute Deviation (MAD) | 23.9575 |
| Skewness | 1.306661393 |
| Sum | 4849354.845 |
| Variance | 2645.231229 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2567 | 4.9% |
| 85.85 | 11 | < 0.1% |
| 106.09 | 11 | < 0.1% |
| 96.055 | 11 | < 0.1% |
| 97.4 | 10 | < 0.1% |
| 98.12 | 10 | < 0.1% |
| 101.775 | 10 | < 0.1% |
| 101.055 | 10 | < 0.1% |
| 99.84 | 10 | < 0.1% |
| 100.97 | 10 | < 0.1% |
| Other values (27184) | 49344 |
| Value | Count | Frequency (%) |
| 0 | 2567 | |
| 0.005 | 1 | < 0.1% |
| 0.025 | 2 | < 0.1% |
| 0.035 | 1 | < 0.1% |
| 0.045 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 621.945 | 1 | |
| 611.505 | 1 | |
| 593.425 | 1 | |
| 550.63 | 1 | |
| 550.625 | 1 |
usage_app_other_median_w3_4
Real number (ℝ)
Zeros
| Distinct | 23058 |
|---|---|
| Distinct (%) | 44.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.25170987 |
| Minimum | 0 |
|---|---|
| Maximum | 665.195 |
| Zeros | 20854 |
| Zeros (%) | 40.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 17.51 |
| Q3 | 91.84625 |
| 95-th percentile | 178.04425 |
| Maximum | 665.195 |
| Range | 665.195 |
| Interquartile range (IQR) | 91.84625 |
Descriptive statistics
| Standard deviation | 65.90348923 |
|---|---|
| Coefficient of variation (CV) | 1.28587884 |
| Kurtosis | 2.238672443 |
| Mean | 51.25170987 |
| Median Absolute Deviation (MAD) | 17.51 |
| Skewness | 1.416877398 |
| Sum | 2665293.92 |
| Variance | 4343.269893 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20854 | |
| 0.16 | 9 | < 0.1% |
| 5.775 | 8 | < 0.1% |
| 16.665 | 7 | < 0.1% |
| 1.69 | 7 | < 0.1% |
| 42.235 | 7 | < 0.1% |
| 0.64 | 7 | < 0.1% |
| 1.125 | 7 | < 0.1% |
| 4.785 | 6 | < 0.1% |
| 1.91 | 6 | < 0.1% |
| Other values (23048) | 31086 |
| Value | Count | Frequency (%) |
| 0 | 20854 | |
| 0.01 | 1 | < 0.1% |
| 0.015 | 2 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.025 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 665.195 | 1 | |
| 548.215 | 1 | |
| 529.715 | 1 | |
| 503.94 | 1 | |
| 499.715 | 1 |
usage_app_other_std_dev_w1_2
Real number (ℝ)
Unique
| Distinct | 52004 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.69269178 |
| Minimum | 0.4102753029 |
|---|---|
| Maximum | 618.3410418 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0.4102753029 |
|---|---|
| 5-th percentile | 9.045560638 |
| Q1 | 34.83225549 |
| median | 59.14421418 |
| Q3 | 105.7302057 |
| 95-th percentile | 273.6299372 |
| Maximum | 618.3410418 |
| Range | 617.9307665 |
| Interquartile range (IQR) | 70.89795022 |
Descriptive statistics
| Standard deviation | 83.25996635 |
|---|---|
| Coefficient of variation (CV) | 0.9494515982 |
| Kurtosis | 2.469157886 |
| Mean | 87.69269178 |
| Median Absolute Deviation (MAD) | 31.55506535 |
| Skewness | 1.67204388 |
| Sum | 4560370.743 |
| Variance | 6932.221997 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 62.02564118 | 1 | < 0.1% |
| 141.8437755 | 1 | < 0.1% |
| 49.31229105 | 1 | < 0.1% |
| 232.6972917 | 1 | < 0.1% |
| 67.65057754 | 1 | < 0.1% |
| 35.6639244 | 1 | < 0.1% |
| 66.5668883 | 1 | < 0.1% |
| 356.2437886 | 1 | < 0.1% |
| 72.78276515 | 1 | < 0.1% |
| 188.6202796 | 1 | < 0.1% |
| Other values (51994) | 51994 |
| Value | Count | Frequency (%) |
| 0.4102753029 | 1 | |
| 0.5225360811 | 1 | |
| 0.5952601241 | 1 | |
| 0.596530721 | 1 | |
| 0.6133286053 | 1 |
| Value | Count | Frequency (%) |
| 618.3410418 | 1 | |
| 591.7114909 | 1 | |
| 532.9169753 | 1 | |
| 529.3026332 | 1 | |
| 519.0987867 | 1 |
usage_app_other_std_dev_w3_4
Real number (ℝ)
Zeros
| Distinct | 50725 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.87195277 |
| Minimum | 0 |
|---|---|
| Maximum | 587.9058748 |
| Zeros | 1227 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.072080091 |
| Q1 | 39.76134283 |
| median | 71.11439297 |
| Q3 | 105.6599251 |
| 95-th percentile | 259.6883877 |
| Maximum | 587.9058748 |
| Range | 587.9058748 |
| Interquartile range (IQR) | 65.89858222 |
Descriptive statistics
| Standard deviation | 76.67684717 |
|---|---|
| Coefficient of variation (CV) | 0.8531788262 |
| Kurtosis | 3.097920785 |
| Mean | 89.87195277 |
| Median Absolute Deviation (MAD) | 32.47352071 |
| Skewness | 1.688043665 |
| Sum | 4673701.032 |
| Variance | 5879.338892 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1227 | 2.4% |
| 37.1225865 | 2 | < 0.1% |
| 15.97420443 | 2 | < 0.1% |
| 2.56303531 | 2 | < 0.1% |
| 33.43972659 | 2 | < 0.1% |
| 25.23213385 | 2 | < 0.1% |
| 23.92789899 | 2 | < 0.1% |
| 35.73817327 | 2 | < 0.1% |
| 44.89988864 | 2 | < 0.1% |
| 37.22147316 | 2 | < 0.1% |
| Other values (50715) | 50759 |
| Value | Count | Frequency (%) |
| 0 | 1227 | |
| 0.002672612419 | 1 | < 0.1% |
| 0.002672612419 | 1 | < 0.1% |
| 0.005345224838 | 1 | < 0.1% |
| 0.02672612419 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 587.9058748 | 1 | |
| 571.0145 | 1 | |
| 564.919499 | 1 | |
| 551.6862742 | 1 | |
| 522.7647885 | 1 |
usage_voice_d2d_incoming_total_w1_2
Real number (ℝ)
| Distinct | 39215 |
|---|---|
| Distinct (%) | 75.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 310.7167781 |
| Minimum | 0 |
|---|---|
| Maximum | 1582.04 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 147.9415 |
| Q1 | 207.78 |
| median | 275.66 |
| Q3 | 356.8125 |
| 95-th percentile | 642.715 |
| Maximum | 1582.04 |
| Range | 1582.04 |
| Interquartile range (IQR) | 149.0325 |
Descriptive statistics
| Standard deviation | 155.5452096 |
|---|---|
| Coefficient of variation (CV) | 0.5006012567 |
| Kurtosis | 5.368739792 |
| Mean | 310.7167781 |
| Median Absolute Deviation (MAD) | 73.18 |
| Skewness | 1.982402077 |
| Sum | 16158515.33 |
| Variance | 24194.31223 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 207.35 | 7 | < 0.1% |
| 198.94 | 7 | < 0.1% |
| 191.34 | 7 | < 0.1% |
| 227.38 | 7 | < 0.1% |
| 279.42 | 7 | < 0.1% |
| 178.56 | 6 | < 0.1% |
| 299.05 | 6 | < 0.1% |
| 228.51 | 6 | < 0.1% |
| 200.65 | 6 | < 0.1% |
| 282.2 | 6 | < 0.1% |
| Other values (39205) | 51939 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 3.35 | 1 | |
| 8.24 | 1 | |
| 30 | 1 | |
| 38.42 | 1 |
| Value | Count | Frequency (%) |
| 1582.04 | 1 | |
| 1485.1 | 1 | |
| 1477.86 | 1 | |
| 1456.16 | 1 | |
| 1451.65 | 1 |
usage_voice_d2d_incoming_total_w3_4
Real number (ℝ)
Zeros
| Distinct | 39446 |
|---|---|
| Distinct (%) | 75.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 219.4712828 |
| Minimum | 0 |
|---|---|
| Maximum | 1503.7 |
| Zeros | 1291 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 13.1615 |
| Q1 | 79.0925 |
| median | 181.205 |
| Q3 | 307.42 |
| 95-th percentile | 575.534 |
| Maximum | 1503.7 |
| Range | 1503.7 |
| Interquartile range (IQR) | 228.3275 |
Descriptive statistics
| Standard deviation | 183.4348672 |
|---|---|
| Coefficient of variation (CV) | 0.8358035042 |
| Kurtosis | 2.776592463 |
| Mean | 219.4712828 |
| Median Absolute Deviation (MAD) | 111.575 |
| Skewness | 1.42411324 |
| Sum | 11413384.59 |
| Variance | 33648.35051 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1291 | 2.5% |
| 36.33 | 8 | < 0.1% |
| 21.43 | 7 | < 0.1% |
| 53.31 | 7 | < 0.1% |
| 99.37 | 6 | < 0.1% |
| 52.42 | 6 | < 0.1% |
| 35.79 | 6 | < 0.1% |
| 29.79 | 6 | < 0.1% |
| 63.77 | 6 | < 0.1% |
| 79.6 | 6 | < 0.1% |
| Other values (39436) | 50655 |
| Value | Count | Frequency (%) |
| 0 | 1291 | |
| 0.01 | 2 | < 0.1% |
| 0.02 | 2 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.05 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1503.7 | 1 | |
| 1407.13 | 1 | |
| 1404.26 | 1 | |
| 1394.04 | 1 | |
| 1368.98 | 1 |
usage_voice_d2d_incoming_active_days_w1_2
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.88177832 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 8 |
| median | 11 |
| Q3 | 14 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.747441215 |
|---|---|
| Coefficient of variation (CV) | 0.2524809027 |
| Kurtosis | -1.150339165 |
| Mean | 10.88177832 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2757583251 |
| Sum | 565896 |
| Variance | 7.548433228 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 16375 | |
| 8 | 7458 | |
| 9 | 6392 | 12.3% |
| 10 | 5380 | 10.3% |
| 13 | 4104 | 7.9% |
| 11 | 3480 | 6.7% |
| 12 | 3245 | 6.2% |
| 7 | 3066 | 5.9% |
| 6 | 1511 | 2.9% |
| 5 | 676 | 1.3% |
| Other values (5) | 317 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 2 | < 0.1% |
| 2 | 14 | < 0.1% |
| 3 | 56 | 0.1% |
| 4 | 244 |
| Value | Count | Frequency (%) |
| 14 | 16375 | |
| 13 | 4104 | 7.9% |
| 12 | 3245 | 6.2% |
| 11 | 3480 | 6.7% |
| 10 | 5380 | 10.3% |
usage_voice_d2d_incoming_active_days_w3_4
Real number (ℝ)
Zeros
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.16900623 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1291 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 13 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.367307724 |
|---|---|
| Coefficient of variation (CV) | 0.4697035566 |
| Kurtosis | -0.3841713037 |
| Mean | 7.16900623 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.05522129419 |
| Sum | 372817 |
| Variance | 11.33876131 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 6777 | |
| 9 | 6432 | |
| 7 | 6050 | |
| 6 | 5638 | |
| 5 | 4154 | |
| 10 | 4037 | |
| 4 | 3169 | |
| 11 | 2787 | 5.4% |
| 3 | 2591 | 5.0% |
| 14 | 2527 | 4.9% |
| Other values (5) | 7842 |
| Value | Count | Frequency (%) |
| 0 | 1291 | |
| 1 | 2074 | |
| 2 | 1996 | |
| 3 | 2591 | |
| 4 | 3169 |
| Value | Count | Frequency (%) |
| 14 | 2527 | |
| 13 | 1073 | 2.1% |
| 12 | 1408 | 2.7% |
| 11 | 2787 | |
| 10 | 4037 |
usage_voice_d2d_incoming_avg_daily_w1_2
Real number (ℝ)
| Distinct | 38577 |
|---|---|
| Distinct (%) | 74.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.19405558 |
| Minimum | 0 |
|---|---|
| Maximum | 113.0028571 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10.56725 |
| Q1 | 14.84142857 |
| median | 19.69 |
| Q3 | 25.48660714 |
| 95-th percentile | 45.90821429 |
| Maximum | 113.0028571 |
| Range | 113.0028571 |
| Interquartile range (IQR) | 10.64517857 |
Descriptive statistics
| Standard deviation | 11.11037212 |
|---|---|
| Coefficient of variation (CV) | 0.5006012567 |
| Kurtosis | 5.368739792 |
| Mean | 22.19405558 |
| Median Absolute Deviation (MAD) | 5.227142857 |
| Skewness | 1.982402077 |
| Sum | 1154179.666 |
| Variance | 123.4403685 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.21 | 7 | < 0.1% |
| 14.81071429 | 7 | < 0.1% |
| 16.24142857 | 7 | < 0.1% |
| 13.66714286 | 7 | < 0.1% |
| 19.95857143 | 7 | < 0.1% |
| 20.15714286 | 6 | < 0.1% |
| 16.14928571 | 6 | < 0.1% |
| 19.02785714 | 6 | < 0.1% |
| 14.49071429 | 6 | < 0.1% |
| 22.62857143 | 6 | < 0.1% |
| Other values (38567) | 51939 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.2392857143 | 1 | |
| 0.5885714286 | 1 | |
| 2.142857143 | 1 | |
| 2.744285714 | 1 |
| Value | Count | Frequency (%) |
| 113.0028571 | 1 | |
| 106.0785714 | 1 | |
| 105.5614286 | 1 | |
| 104.0114286 | 1 | |
| 103.6892857 | 1 |
usage_voice_d2d_incoming_avg_daily_w3_4
Real number (ℝ)
Zeros
| Distinct | 38886 |
|---|---|
| Distinct (%) | 74.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.6765202 |
| Minimum | 0 |
|---|---|
| Maximum | 107.4071429 |
| Zeros | 1291 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.9401071429 |
| Q1 | 5.649464286 |
| median | 12.94321429 |
| Q3 | 21.95857143 |
| 95-th percentile | 41.10957143 |
| Maximum | 107.4071429 |
| Range | 107.4071429 |
| Interquartile range (IQR) | 16.30910714 |
Descriptive statistics
| Standard deviation | 13.10249052 |
|---|---|
| Coefficient of variation (CV) | 0.8358035042 |
| Kurtosis | 2.776592463 |
| Mean | 15.6765202 |
| Median Absolute Deviation (MAD) | 7.969642857 |
| Skewness | 1.42411324 |
| Sum | 815241.7564 |
| Variance | 171.6752577 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1291 | 2.5% |
| 2.595 | 8 | < 0.1% |
| 17.46428571 | 7 | < 0.1% |
| 1.530714286 | 7 | < 0.1% |
| 3.807857143 | 7 | < 0.1% |
| 2.403571429 | 6 | < 0.1% |
| 7.097857143 | 6 | < 0.1% |
| 4.555 | 6 | < 0.1% |
| 2.127857143 | 6 | < 0.1% |
| 1.752142857 | 6 | < 0.1% |
| Other values (38876) | 50654 |
| Value | Count | Frequency (%) |
| 0 | 1291 | |
| 0.0007142857143 | 2 | < 0.1% |
| 0.001428571429 | 2 | < 0.1% |
| 0.002142857143 | 1 | < 0.1% |
| 0.003571428571 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 107.4071429 | 1 | |
| 100.5092857 | 1 | |
| 100.3042857 | 1 | |
| 99.57428571 | 1 | |
| 97.78428571 | 1 |
usage_voice_d2d_incoming_median_w1_2
Real number (ℝ)
Zeros
| Distinct | 10894 |
|---|---|
| Distinct (%) | 20.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.66017354 |
| Minimum | 0 |
|---|---|
| Maximum | 121.9 |
| Zeros | 2504 |
| Zeros (%) | 4.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.205 |
| Q1 | 13.68 |
| median | 19.1125 |
| Q3 | 23.22125 |
| 95-th percentile | 33.99925 |
| Maximum | 121.9 |
| Range | 121.9 |
| Interquartile range (IQR) | 9.54125 |
Descriptive statistics
| Standard deviation | 10.25075097 |
|---|---|
| Coefficient of variation (CV) | 0.5493384586 |
| Kurtosis | 6.659647724 |
| Mean | 18.66017354 |
| Median Absolute Deviation (MAD) | 4.7475 |
| Skewness | 1.320957752 |
| Sum | 970403.665 |
| Variance | 105.0778955 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2504 | 4.8% |
| 20.29 | 34 | 0.1% |
| 20.25 | 30 | 0.1% |
| 19.93 | 29 | 0.1% |
| 20.155 | 29 | 0.1% |
| 20.21 | 29 | 0.1% |
| 21.11 | 28 | 0.1% |
| 19.725 | 28 | 0.1% |
| 20 | 27 | 0.1% |
| 19.975 | 27 | 0.1% |
| Other values (10884) | 49239 |
| Value | Count | Frequency (%) |
| 0 | 2504 | |
| 0.005 | 5 | < 0.1% |
| 0.01 | 2 | < 0.1% |
| 0.015 | 4 | < 0.1% |
| 0.02 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 121.9 | 1 | |
| 115.13 | 1 | |
| 114.28 | 1 | |
| 111.82 | 1 | |
| 110.42 | 1 |
usage_voice_d2d_incoming_median_w3_4
Real number (ℝ)
Zeros
| Distinct | 10916 |
|---|---|
| Distinct (%) | 21.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.23562043 |
| Minimum | 0 |
|---|---|
| Maximum | 122.055 |
| Zeros | 20913 |
| Zeros (%) | 40.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3.535 |
| Q3 | 18.435 |
| 95-th percentile | 35.51425 |
| Maximum | 122.055 |
| Range | 122.055 |
| Interquartile range (IQR) | 18.435 |
Descriptive statistics
| Standard deviation | 13.16204218 |
|---|---|
| Coefficient of variation (CV) | 1.285905653 |
| Kurtosis | 2.279847114 |
| Mean | 10.23562043 |
| Median Absolute Deviation (MAD) | 3.535 |
| Skewness | 1.420246275 |
| Sum | 532293.205 |
| Variance | 173.2393543 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20913 | |
| 0.105 | 15 | < 0.1% |
| 0.43 | 15 | < 0.1% |
| 0.635 | 15 | < 0.1% |
| 0.12 | 15 | < 0.1% |
| 0.115 | 15 | < 0.1% |
| 1.215 | 15 | < 0.1% |
| 0.03 | 14 | < 0.1% |
| 3.165 | 14 | < 0.1% |
| 0.52 | 14 | < 0.1% |
| Other values (10906) | 30959 |
| Value | Count | Frequency (%) |
| 0 | 20913 | |
| 0.005 | 13 | < 0.1% |
| 0.01 | 10 | < 0.1% |
| 0.015 | 13 | < 0.1% |
| 0.02 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 122.055 | 1 | |
| 114.795 | 1 | |
| 109.69 | 1 | |
| 109.495 | 1 | |
| 109.285 | 1 |
usage_voice_d2d_incoming_std_dev_w1_2
Real number (ℝ)
| Distinct | 52002 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.39422665 |
| Minimum | 0 |
|---|---|
| Maximum | 118.4295506 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.801652354 |
| Q1 | 6.890285357 |
| median | 11.78048095 |
| Q3 | 20.64788177 |
| 95-th percentile | 54.63193189 |
| Maximum | 118.4295506 |
| Range | 118.4295506 |
| Interquartile range (IQR) | 13.75759642 |
Descriptive statistics
| Standard deviation | 16.5973308 |
|---|---|
| Coefficient of variation (CV) | 0.9541861873 |
| Kurtosis | 2.578614465 |
| Mean | 17.39422665 |
| Median Absolute Deviation (MAD) | 6.203700177 |
| Skewness | 1.698246744 |
| Sum | 904569.3625 |
| Variance | 275.4713898 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.762871726 | 2 | < 0.1% |
| 3.001240403 | 2 | < 0.1% |
| 10.13151229 | 1 | < 0.1% |
| 13.04616631 | 1 | < 0.1% |
| 18.76683754 | 1 | < 0.1% |
| 1.466752599 | 1 | < 0.1% |
| 15.01475862 | 1 | < 0.1% |
| 22.79648393 | 1 | < 0.1% |
| 11.45977391 | 1 | < 0.1% |
| 9.290366273 | 1 | < 0.1% |
| Other values (51992) | 51992 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.09296105766 | 1 | |
| 0.09767911134 | 1 | |
| 0.09840486006 | 1 | |
| 0.1184422704 | 1 |
| Value | Count | Frequency (%) |
| 118.4295506 | 1 | |
| 116.6440781 | 1 | |
| 109.2427581 | 1 | |
| 105.5915758 | 1 | |
| 105.0777902 | 1 |
usage_voice_d2d_incoming_std_dev_w3_4
Real number (ℝ)
Zeros
| Distinct | 50397 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.85020964 |
| Minimum | 0 |
|---|---|
| Maximum | 126.1485628 |
| Zeros | 1291 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.832672173 |
| Q1 | 7.955228117 |
| median | 14.0737364 |
| Q3 | 20.86845767 |
| 95-th percentile | 51.70940853 |
| Maximum | 126.1485628 |
| Range | 126.1485628 |
| Interquartile range (IQR) | 12.91322955 |
Descriptive statistics
| Standard deviation | 15.26964715 |
|---|---|
| Coefficient of variation (CV) | 0.8554323705 |
| Kurtosis | 3.371658978 |
| Mean | 17.85020964 |
| Median Absolute Deviation (MAD) | 6.378924886 |
| Skewness | 1.736227699 |
| Sum | 928282.3023 |
| Variance | 233.1621241 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1291 | 2.5% |
| 4.556804175 | 5 | < 0.1% |
| 1.395103683 | 4 | < 0.1% |
| 3.404908222 | 4 | < 0.1% |
| 5.727408414 | 4 | < 0.1% |
| 5.986651819 | 4 | < 0.1% |
| 5.080636209 | 4 | < 0.1% |
| 8.99334079 | 4 | < 0.1% |
| 4.003573404 | 4 | < 0.1% |
| 4.057025652 | 3 | < 0.1% |
| Other values (50387) | 50677 |
| Value | Count | Frequency (%) |
| 0 | 1291 | |
| 0.002672612419 | 1 | < 0.1% |
| 0.002672612419 | 1 | < 0.1% |
| 0.005345224838 | 1 | < 0.1% |
| 0.005345224838 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 126.1485628 | 1 | |
| 118.4555215 | 1 | |
| 112.5348201 | 1 | |
| 110.3383162 | 1 | |
| 108.2999532 | 1 |
usage_voice_d2d_outgoing_total_w1_2
Real number (ℝ)
| Distinct | 39371 |
|---|---|
| Distinct (%) | 75.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 311.3890457 |
| Minimum | 5.28 |
|---|---|
| Maximum | 1674.52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 5.28 |
|---|---|
| 5-th percentile | 146.8215 |
| Q1 | 207.26 |
| median | 275.67 |
| Q3 | 357.5025 |
| 95-th percentile | 649.749 |
| Maximum | 1674.52 |
| Range | 1669.24 |
| Interquartile range (IQR) | 150.2425 |
Descriptive statistics
| Standard deviation | 157.2417144 |
|---|---|
| Coefficient of variation (CV) | 0.504968677 |
| Kurtosis | 5.224840516 |
| Mean | 311.3890457 |
| Median Absolute Deviation (MAD) | 73.745 |
| Skewness | 1.961423034 |
| Sum | 16193475.93 |
| Variance | 24724.95675 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 363.05 | 7 | < 0.1% |
| 180.78 | 7 | < 0.1% |
| 188 | 7 | < 0.1% |
| 220.87 | 7 | < 0.1% |
| 262.52 | 7 | < 0.1% |
| 192.26 | 6 | < 0.1% |
| 363.12 | 6 | < 0.1% |
| 198.93 | 6 | < 0.1% |
| 264.31 | 6 | < 0.1% |
| 195.37 | 6 | < 0.1% |
| Other values (39361) | 51939 |
| Value | Count | Frequency (%) |
| 5.28 | 1 | |
| 17.16 | 1 | |
| 24.47 | 1 | |
| 26.11 | 1 | |
| 32.36 | 1 |
| Value | Count | Frequency (%) |
| 1674.52 | 1 | |
| 1555.77 | 1 | |
| 1468.73 | 1 | |
| 1433.15 | 1 | |
| 1413.66 | 1 |
usage_voice_d2d_outgoing_total_w3_4
Real number (ℝ)
Zeros
| Distinct | 39539 |
|---|---|
| Distinct (%) | 76.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 219.863922 |
| Minimum | 0 |
|---|---|
| Maximum | 1520.52 |
| Zeros | 1195 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 13.86 |
| Q1 | 79.53 |
| median | 181.79 |
| Q3 | 307.585 |
| 95-th percentile | 575.2655 |
| Maximum | 1520.52 |
| Range | 1520.52 |
| Interquartile range (IQR) | 228.055 |
Descriptive statistics
| Standard deviation | 182.7179991 |
|---|---|
| Coefficient of variation (CV) | 0.8310503945 |
| Kurtosis | 2.601322342 |
| Mean | 219.863922 |
| Median Absolute Deviation (MAD) | 111.295 |
| Skewness | 1.393304521 |
| Sum | 11433803.4 |
| Variance | 33385.8672 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1195 | 2.3% |
| 24.3 | 7 | < 0.1% |
| 34.89 | 7 | < 0.1% |
| 23 | 6 | < 0.1% |
| 43.59 | 6 | < 0.1% |
| 159.22 | 6 | < 0.1% |
| 53.25 | 6 | < 0.1% |
| 46.75 | 6 | < 0.1% |
| 21.98 | 6 | < 0.1% |
| 23.86 | 6 | < 0.1% |
| Other values (39529) | 50753 |
| Value | Count | Frequency (%) |
| 0 | 1195 | |
| 0.01 | 3 | < 0.1% |
| 0.05 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.13 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1520.52 | 1 | |
| 1517.16 | 1 | |
| 1342.18 | 1 | |
| 1335.1 | 1 | |
| 1330.45 | 1 |
usage_voice_d2d_outgoing_active_days_w1_2
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.85108838 |
| Minimum | 1 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 8 |
| median | 11 |
| Q3 | 14 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.751447581 |
|---|---|
| Coefficient of variation (CV) | 0.2535642034 |
| Kurtosis | -1.126293593 |
| Mean | 10.85108838 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2702673209 |
| Sum | 564300 |
| Variance | 7.570463789 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 16132 | |
| 8 | 7442 | |
| 9 | 6431 | 12.4% |
| 10 | 5551 | 10.7% |
| 13 | 4054 | 7.8% |
| 11 | 3440 | 6.6% |
| 12 | 3279 | 6.3% |
| 7 | 3108 | 6.0% |
| 6 | 1533 | 2.9% |
| 5 | 667 | 1.3% |
| Other values (4) | 367 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 3 | < 0.1% |
| 2 | 19 | < 0.1% |
| 3 | 73 | 0.1% |
| 4 | 272 | |
| 5 | 667 |
| Value | Count | Frequency (%) |
| 14 | 16132 | |
| 13 | 4054 | 7.8% |
| 12 | 3279 | 6.3% |
| 11 | 3440 | 6.6% |
| 10 | 5551 | 10.7% |
usage_voice_d2d_outgoing_active_days_w3_4
Real number (ℝ)
Zeros
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.171929082 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1195 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 13 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.331886962 |
|---|---|
| Coefficient of variation (CV) | 0.4645733279 |
| Kurtosis | -0.3495103857 |
| Mean | 7.171929082 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.04240818351 |
| Sum | 372969 |
| Variance | 11.10147072 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 6759 | |
| 9 | 6570 | |
| 7 | 6162 | |
| 6 | 5788 | |
| 5 | 4265 | |
| 10 | 3903 | |
| 4 | 3236 | |
| 11 | 2678 | 5.1% |
| 3 | 2504 | 4.8% |
| 14 | 2469 | 4.7% |
| Other values (5) | 7670 |
| Value | Count | Frequency (%) |
| 0 | 1195 | 2.3% |
| 1 | 2038 | |
| 2 | 1930 | |
| 3 | 2504 | |
| 4 | 3236 |
| Value | Count | Frequency (%) |
| 14 | 2469 | |
| 13 | 1088 | 2.1% |
| 12 | 1419 | 2.7% |
| 11 | 2678 | |
| 10 | 3903 |
usage_voice_d2d_outgoing_avg_daily_w1_2
Real number (ℝ)
| Distinct | 38712 |
|---|---|
| Distinct (%) | 74.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.24207469 |
| Minimum | 0.3771428571 |
|---|---|
| Maximum | 119.6085714 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0.3771428571 |
|---|---|
| 5-th percentile | 10.48725 |
| Q1 | 14.80428571 |
| median | 19.69071429 |
| Q3 | 25.53589286 |
| 95-th percentile | 46.41064286 |
| Maximum | 119.6085714 |
| Range | 119.2314286 |
| Interquartile range (IQR) | 10.73160714 |
Descriptive statistics
| Standard deviation | 11.23155103 |
|---|---|
| Coefficient of variation (CV) | 0.504968677 |
| Kurtosis | 5.224840516 |
| Mean | 22.24207469 |
| Median Absolute Deviation (MAD) | 5.2675 |
| Skewness | 1.961423034 |
| Sum | 1156676.852 |
| Variance | 126.1477385 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25.93214286 | 7 | < 0.1% |
| 12.91285714 | 7 | < 0.1% |
| 15.77642857 | 7 | < 0.1% |
| 18.75142857 | 7 | < 0.1% |
| 13.42857143 | 7 | < 0.1% |
| 16.80357143 | 7 | < 0.1% |
| 16.62428571 | 7 | < 0.1% |
| 16.96285714 | 7 | < 0.1% |
| 25.68642857 | 6 | < 0.1% |
| 13.955 | 6 | < 0.1% |
| Other values (38702) | 51936 |
| Value | Count | Frequency (%) |
| 0.3771428571 | 1 | |
| 1.225714286 | 1 | |
| 1.747857143 | 1 | |
| 1.865 | 1 | |
| 2.311428571 | 1 |
| Value | Count | Frequency (%) |
| 119.6085714 | 1 | |
| 111.1264286 | 1 | |
| 104.9092857 | 1 | |
| 102.3678571 | 1 | |
| 100.9757143 | 1 |
usage_voice_d2d_outgoing_avg_daily_w3_4
Real number (ℝ)
Zeros
| Distinct | 38943 |
|---|---|
| Distinct (%) | 74.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.70456586 |
| Minimum | 0 |
|---|---|
| Maximum | 108.6085714 |
| Zeros | 1195 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.99 |
| Q1 | 5.680714286 |
| median | 12.985 |
| Q3 | 21.97035714 |
| 95-th percentile | 41.09039286 |
| Maximum | 108.6085714 |
| Range | 108.6085714 |
| Interquartile range (IQR) | 16.28964286 |
Descriptive statistics
| Standard deviation | 13.05128565 |
|---|---|
| Coefficient of variation (CV) | 0.8310503945 |
| Kurtosis | 2.601322342 |
| Mean | 15.70456586 |
| Median Absolute Deviation (MAD) | 7.949642857 |
| Skewness | 1.393304521 |
| Sum | 816700.2429 |
| Variance | 170.3360572 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1195 | 2.3% |
| 1.735714286 | 7 | < 0.1% |
| 2.492142857 | 7 | < 0.1% |
| 2.160714286 | 6 | < 0.1% |
| 1.57 | 6 | < 0.1% |
| 3.339285714 | 6 | < 0.1% |
| 22.00285714 | 6 | < 0.1% |
| 11.37285714 | 6 | < 0.1% |
| 1.642857143 | 6 | < 0.1% |
| 2.967857143 | 6 | < 0.1% |
| Other values (38933) | 50753 |
| Value | Count | Frequency (%) |
| 0 | 1195 | |
| 0.0007142857143 | 3 | < 0.1% |
| 0.003571428571 | 1 | < 0.1% |
| 0.005714285714 | 1 | < 0.1% |
| 0.009285714286 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 108.6085714 | 1 | |
| 108.3685714 | 1 | |
| 95.87 | 1 | |
| 95.36428571 | 1 | |
| 95.03214286 | 1 |
usage_voice_d2d_outgoing_median_w1_2
Real number (ℝ)
Zeros
| Distinct | 10985 |
|---|---|
| Distinct (%) | 21.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.59049631 |
| Minimum | 0 |
|---|---|
| Maximum | 112.725 |
| Zeros | 2567 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.065 |
| Q1 | 13.54 |
| median | 19.055 |
| Q3 | 23.11625 |
| 95-th percentile | 33.96 |
| Maximum | 112.725 |
| Range | 112.725 |
| Interquartile range (IQR) | 9.57625 |
Descriptive statistics
| Standard deviation | 10.27956393 |
|---|---|
| Coefficient of variation (CV) | 0.5529472562 |
| Kurtosis | 6.274183007 |
| Mean | 18.59049631 |
| Median Absolute Deviation (MAD) | 4.76 |
| Skewness | 1.287172883 |
| Sum | 966780.17 |
| Variance | 105.6694345 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2567 | 4.9% |
| 20.08 | 32 | 0.1% |
| 19.96 | 31 | 0.1% |
| 19.975 | 30 | 0.1% |
| 20.515 | 29 | 0.1% |
| 19.89 | 29 | 0.1% |
| 19.85 | 29 | 0.1% |
| 20.025 | 29 | 0.1% |
| 20.015 | 28 | 0.1% |
| 20.295 | 28 | 0.1% |
| Other values (10975) | 49172 |
| Value | Count | Frequency (%) |
| 0 | 2567 | |
| 0.005 | 1 | < 0.1% |
| 0.01 | 3 | < 0.1% |
| 0.015 | 3 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 112.725 | 1 | |
| 111.07 | 1 | |
| 109.85 | 1 | |
| 108.435 | 1 | |
| 108.19 | 1 |
usage_voice_d2d_outgoing_median_w3_4
Real number (ℝ)
Zeros
| Distinct | 10890 |
|---|---|
| Distinct (%) | 20.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.21272335 |
| Minimum | 0 |
|---|---|
| Maximum | 112.46 |
| Zeros | 20956 |
| Zeros (%) | 40.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3.545 |
| Q3 | 18.45 |
| 95-th percentile | 35.345 |
| Maximum | 112.46 |
| Range | 112.46 |
| Interquartile range (IQR) | 18.45 |
Descriptive statistics
| Standard deviation | 13.09958479 |
|---|---|
| Coefficient of variation (CV) | 1.282673029 |
| Kurtosis | 2.095932653 |
| Mean | 10.21272335 |
| Median Absolute Deviation (MAD) | 3.545 |
| Skewness | 1.395926879 |
| Sum | 531102.465 |
| Variance | 171.5991217 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20956 | |
| 0.075 | 19 | < 0.1% |
| 0.08 | 17 | < 0.1% |
| 0.19 | 16 | < 0.1% |
| 0.405 | 16 | < 0.1% |
| 0.675 | 16 | < 0.1% |
| 1.5 | 16 | < 0.1% |
| 0.145 | 16 | < 0.1% |
| 0.64 | 15 | < 0.1% |
| 0.5 | 15 | < 0.1% |
| Other values (10880) | 30902 |
| Value | Count | Frequency (%) |
| 0 | 20956 | |
| 0.005 | 10 | < 0.1% |
| 0.01 | 8 | < 0.1% |
| 0.015 | 13 | < 0.1% |
| 0.02 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 112.46 | 1 | |
| 112.38 | 1 | |
| 112.025 | 1 | |
| 111.045 | 1 | |
| 105.41 | 1 |
usage_voice_d2d_outgoing_std_dev_w1_2
Real number (ℝ)
| Distinct | 52001 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.5927484 |
| Minimum | 0.1116041868 |
|---|---|
| Maximum | 121.2108049 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0.1116041868 |
|---|---|
| 5-th percentile | 1.776466272 |
| Q1 | 6.980355765 |
| median | 11.81719413 |
| Q3 | 21.05477358 |
| 95-th percentile | 55.30451187 |
| Maximum | 121.2108049 |
| Range | 121.0992007 |
| Interquartile range (IQR) | 14.07441782 |
Descriptive statistics
| Standard deviation | 16.80783263 |
|---|---|
| Coefficient of variation (CV) | 0.9553841305 |
| Kurtosis | 2.534381465 |
| Mean | 17.5927484 |
| Median Absolute Deviation (MAD) | 6.253258078 |
| Skewness | 1.68839566 |
| Sum | 914893.2879 |
| Variance | 282.5032379 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.943718681 | 2 | < 0.1% |
| 3.705869416 | 2 | < 0.1% |
| 11.99547197 | 2 | < 0.1% |
| 11.29126019 | 1 | < 0.1% |
| 13.88492455 | 1 | < 0.1% |
| 11.97760614 | 1 | < 0.1% |
| 2.641723651 | 1 | < 0.1% |
| 5.379768981 | 1 | < 0.1% |
| 4.072809396 | 1 | < 0.1% |
| 9.534797692 | 1 | < 0.1% |
| Other values (51991) | 51991 |
| Value | Count | Frequency (%) |
| 0.1116041868 | 1 | |
| 0.1128769631 | 1 | |
| 0.1201555768 | 1 | |
| 0.1210757641 | 1 | |
| 0.1278327376 | 1 |
| Value | Count | Frequency (%) |
| 121.2108049 | 1 | |
| 115.872258 | 1 | |
| 105.2127743 | 1 | |
| 105.2033648 | 1 | |
| 104.9142715 | 1 |
usage_voice_d2d_outgoing_std_dev_w3_4
Real number (ℝ)
Zeros
| Distinct | 50516 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.93911444 |
| Minimum | 0 |
|---|---|
| Maximum | 114.1178917 |
| Zeros | 1195 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.834431384 |
| Q1 | 7.944716561 |
| median | 14.17024844 |
| Q3 | 20.94883619 |
| 95-th percentile | 52.19001432 |
| Maximum | 114.1178917 |
| Range | 114.1178917 |
| Interquartile range (IQR) | 13.00411963 |
Descriptive statistics
| Standard deviation | 15.33360562 |
|---|---|
| Coefficient of variation (CV) | 0.8547582252 |
| Kurtosis | 3.088618353 |
| Mean | 17.93911444 |
| Median Absolute Deviation (MAD) | 6.428362014 |
| Skewness | 1.699490232 |
| Sum | 932905.7074 |
| Variance | 235.1194613 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1195 | 2.3% |
| 5.29177259 | 4 | < 0.1% |
| 5.874402097 | 4 | < 0.1% |
| 5.222284667 | 4 | < 0.1% |
| 1.598222227 | 4 | < 0.1% |
| 3.022724646 | 3 | < 0.1% |
| 2.96125456 | 3 | < 0.1% |
| 6.547900427 | 3 | < 0.1% |
| 6.331418821 | 3 | < 0.1% |
| 0.2538981798 | 3 | < 0.1% |
| Other values (50506) | 50778 |
| Value | Count | Frequency (%) |
| 0 | 1195 | |
| 0.002672612419 | 2 | < 0.1% |
| 0.002672612419 | 1 | < 0.1% |
| 0.0133630621 | 1 | < 0.1% |
| 0.02138089935 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 114.1178917 | 1 | |
| 111.8642276 | 1 | |
| 108.7596273 | 1 | |
| 105.4065838 | 1 | |
| 104.9472503 | 1 |
usage_voice_nd2d_incoming_total_w1_2
Real number (ℝ)
| Distinct | 39330 |
|---|---|
| Distinct (%) | 75.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 310.873049 |
| Minimum | 28 |
|---|---|
| Maximum | 1606.78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 146.5315 |
| Q1 | 207.5175 |
| median | 275.64 |
| Q3 | 357.69 |
| 95-th percentile | 641.797 |
| Maximum | 1606.78 |
| Range | 1578.78 |
| Interquartile range (IQR) | 150.1725 |
Descriptive statistics
| Standard deviation | 156.5273242 |
|---|---|
| Coefficient of variation (CV) | 0.5035088268 |
| Kurtosis | 5.280824211 |
| Mean | 310.873049 |
| Median Absolute Deviation (MAD) | 73.92 |
| Skewness | 1.970755416 |
| Sum | 16166642.04 |
| Variance | 24500.80322 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 362.42 | 9 | < 0.1% |
| 316.74 | 6 | < 0.1% |
| 184.61 | 6 | < 0.1% |
| 275.38 | 6 | < 0.1% |
| 264.26 | 6 | < 0.1% |
| 329.5 | 6 | < 0.1% |
| 306.75 | 6 | < 0.1% |
| 362.97 | 6 | < 0.1% |
| 240.3 | 6 | < 0.1% |
| 370.01 | 6 | < 0.1% |
| Other values (39320) | 51941 |
| Value | Count | Frequency (%) |
| 28 | 1 | |
| 35.85 | 1 | |
| 50.49 | 1 | |
| 51.11 | 1 | |
| 52.91 | 1 |
| Value | Count | Frequency (%) |
| 1606.78 | 1 | |
| 1483.75 | 1 | |
| 1478.24 | 1 | |
| 1455.09 | 1 | |
| 1413.47 | 1 |
usage_voice_nd2d_incoming_total_w3_4
Real number (ℝ)
Zeros
| Distinct | 39530 |
|---|---|
| Distinct (%) | 76.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 219.5980725 |
| Minimum | 0 |
|---|---|
| Maximum | 1522.3 |
| Zeros | 1217 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12.96 |
| Q1 | 79.515 |
| median | 181.845 |
| Q3 | 306.9625 |
| 95-th percentile | 575.0195 |
| Maximum | 1522.3 |
| Range | 1522.3 |
| Interquartile range (IQR) | 227.4475 |
Descriptive statistics
| Standard deviation | 182.8463919 |
|---|---|
| Coefficient of variation (CV) | 0.8326411516 |
| Kurtosis | 2.792486758 |
| Mean | 219.5980725 |
| Median Absolute Deviation (MAD) | 111.26 |
| Skewness | 1.419086109 |
| Sum | 11419978.16 |
| Variance | 33432.80305 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1217 | 2.3% |
| 49.34 | 9 | < 0.1% |
| 80.11 | 7 | < 0.1% |
| 25.54 | 7 | < 0.1% |
| 59.7 | 6 | < 0.1% |
| 13.82 | 6 | < 0.1% |
| 23.8 | 6 | < 0.1% |
| 75.66 | 6 | < 0.1% |
| 13.39 | 6 | < 0.1% |
| 28.14 | 6 | < 0.1% |
| Other values (39520) | 50728 |
| Value | Count | Frequency (%) |
| 0 | 1217 | |
| 0.03 | 1 | < 0.1% |
| 0.04 | 1 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.08 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1522.3 | 1 | |
| 1459.05 | 1 | |
| 1455.2 | 1 | |
| 1390.28 | 1 | |
| 1343.25 | 1 |
usage_voice_nd2d_incoming_active_days_w1_2
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.84868472 |
| Minimum | 1 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 8 |
| median | 11 |
| Q3 | 14 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.748739688 |
|---|---|
| Coefficient of variation (CV) | 0.2533707781 |
| Kurtosis | -1.13471383 |
| Mean | 10.84868472 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2654271546 |
| Sum | 564175 |
| Variance | 7.555569872 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 16106 | |
| 8 | 7472 | |
| 9 | 6418 | 12.3% |
| 10 | 5518 | 10.6% |
| 13 | 4045 | 7.8% |
| 11 | 3564 | 6.9% |
| 12 | 3213 | 6.2% |
| 7 | 3137 | 6.0% |
| 6 | 1468 | 2.8% |
| 5 | 719 | 1.4% |
| Other values (4) | 344 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 15 | < 0.1% |
| 3 | 77 | 0.1% |
| 4 | 251 | 0.5% |
| 5 | 719 |
| Value | Count | Frequency (%) |
| 14 | 16106 | |
| 13 | 4045 | 7.8% |
| 12 | 3213 | 6.2% |
| 11 | 3564 | 6.9% |
| 10 | 5518 | 10.6% |
usage_voice_nd2d_incoming_active_days_w3_4
Real number (ℝ)
Zeros
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.167544804 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1217 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.364535692 |
|---|---|
| Coefficient of variation (CV) | 0.469412579 |
| Kurtosis | -0.3752932936 |
| Mean | 7.167544804 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.03780352684 |
| Sum | 372741 |
| Variance | 11.32010042 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 6807 | |
| 9 | 6433 | |
| 7 | 6062 | |
| 6 | 5710 | |
| 5 | 4178 | |
| 10 | 3983 | |
| 4 | 3209 | |
| 11 | 2666 | 5.1% |
| 14 | 2626 | 5.0% |
| 3 | 2542 | 4.9% |
| Other values (5) | 7788 |
| Value | Count | Frequency (%) |
| 0 | 1217 | 2.3% |
| 1 | 2105 | |
| 2 | 2031 | |
| 3 | 2542 | |
| 4 | 3209 |
| Value | Count | Frequency (%) |
| 14 | 2626 | |
| 13 | 1035 | 2.0% |
| 12 | 1400 | 2.7% |
| 11 | 2666 | |
| 10 | 3983 |
usage_voice_nd2d_incoming_avg_daily_w1_2
Real number (ℝ)
| Distinct | 38641 |
|---|---|
| Distinct (%) | 74.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.20521779 |
| Minimum | 2 |
|---|---|
| Maximum | 114.77 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 10.46653571 |
| Q1 | 14.82267857 |
| median | 19.68857143 |
| Q3 | 25.54928571 |
| 95-th percentile | 45.84264286 |
| Maximum | 114.77 |
| Range | 112.77 |
| Interquartile range (IQR) | 10.72660714 |
Descriptive statistics
| Standard deviation | 11.18052316 |
|---|---|
| Coefficient of variation (CV) | 0.5035088268 |
| Kurtosis | 5.280824211 |
| Mean | 22.20521779 |
| Median Absolute Deviation (MAD) | 5.28 |
| Skewness | 1.970755416 |
| Sum | 1154760.146 |
| Variance | 125.0040981 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25.88714286 | 9 | < 0.1% |
| 17.16571429 | 7 | < 0.1% |
| 16.96357143 | 6 | < 0.1% |
| 21.91071429 | 6 | < 0.1% |
| 17.16428571 | 6 | < 0.1% |
| 26.42928571 | 6 | < 0.1% |
| 16.35285714 | 6 | < 0.1% |
| 18.87571429 | 6 | < 0.1% |
| 23.30428571 | 6 | < 0.1% |
| 17.43714286 | 6 | < 0.1% |
| Other values (38631) | 51940 |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 2.560714286 | 1 | |
| 3.606428571 | 1 | |
| 3.650714286 | 1 | |
| 3.779285714 | 1 |
| Value | Count | Frequency (%) |
| 114.77 | 1 | |
| 105.9821429 | 1 | |
| 105.5885714 | 1 | |
| 103.935 | 1 | |
| 100.9621429 | 1 |
usage_voice_nd2d_incoming_avg_daily_w3_4
Real number (ℝ)
Zeros
| Distinct | 38938 |
|---|---|
| Distinct (%) | 74.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.6855766 |
| Minimum | 0 |
|---|---|
| Maximum | 108.7357143 |
| Zeros | 1217 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.9257142857 |
| Q1 | 5.679642857 |
| median | 12.98892857 |
| Q3 | 21.92589286 |
| 95-th percentile | 41.07282143 |
| Maximum | 108.7357143 |
| Range | 108.7357143 |
| Interquartile range (IQR) | 16.24625 |
Descriptive statistics
| Standard deviation | 13.06045657 |
|---|---|
| Coefficient of variation (CV) | 0.8326411516 |
| Kurtosis | 2.792486758 |
| Mean | 15.6855766 |
| Median Absolute Deviation (MAD) | 7.947142857 |
| Skewness | 1.419086109 |
| Sum | 815712.7257 |
| Variance | 170.5755258 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1217 | 2.3% |
| 3.524285714 | 9 | < 0.1% |
| 1.824285714 | 7 | < 0.1% |
| 5.722142857 | 7 | < 0.1% |
| 0.9564285714 | 6 | < 0.1% |
| 2.37 | 6 | < 0.1% |
| 1.412857143 | 6 | < 0.1% |
| 1.733571429 | 6 | < 0.1% |
| 16.57714286 | 6 | < 0.1% |
| 5.154285714 | 6 | < 0.1% |
| Other values (38928) | 50728 |
| Value | Count | Frequency (%) |
| 0 | 1217 | |
| 0.002142857143 | 1 | < 0.1% |
| 0.002857142857 | 1 | < 0.1% |
| 0.004285714286 | 1 | < 0.1% |
| 0.005714285714 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 108.7357143 | 1 | |
| 104.2178571 | 1 | |
| 103.9428571 | 1 | |
| 99.30571429 | 1 | |
| 95.94642857 | 1 |
usage_voice_nd2d_incoming_median_w1_2
Real number (ℝ)
Zeros
| Distinct | 10989 |
|---|---|
| Distinct (%) | 21.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.60142941 |
| Minimum | 0 |
|---|---|
| Maximum | 138.815 |
| Zeros | 2531 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.16 |
| Q1 | 13.545 |
| median | 19.07 |
| Q3 | 23.215 |
| 95-th percentile | 33.79925 |
| Maximum | 138.815 |
| Range | 138.815 |
| Interquartile range (IQR) | 9.67 |
Descriptive statistics
| Standard deviation | 10.28873778 |
|---|---|
| Coefficient of variation (CV) | 0.5531154382 |
| Kurtosis | 6.549294369 |
| Mean | 18.60142941 |
| Median Absolute Deviation (MAD) | 4.795 |
| Skewness | 1.315754001 |
| Sum | 967348.735 |
| Variance | 105.8581251 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2531 | 4.9% |
| 19.97 | 33 | 0.1% |
| 20.405 | 32 | 0.1% |
| 20.03 | 29 | 0.1% |
| 20.68 | 29 | 0.1% |
| 19.445 | 29 | 0.1% |
| 19.79 | 28 | 0.1% |
| 19.57 | 28 | 0.1% |
| 20.305 | 27 | 0.1% |
| 20.71 | 27 | 0.1% |
| Other values (10979) | 49211 |
| Value | Count | Frequency (%) |
| 0 | 2531 | |
| 0.005 | 1 | < 0.1% |
| 0.01 | 1 | < 0.1% |
| 0.015 | 3 | < 0.1% |
| 0.02 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 138.815 | 1 | |
| 119.085 | 1 | |
| 110.31 | 1 | |
| 107.98 | 1 | |
| 107.57 | 1 |
usage_voice_nd2d_incoming_median_w3_4
Real number (ℝ)
Zeros
| Distinct | 10864 |
|---|---|
| Distinct (%) | 20.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.23191899 |
| Minimum | 0 |
|---|---|
| Maximum | 119.48 |
| Zeros | 20992 |
| Zeros (%) | 40.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3.6 |
| Q3 | 18.33 |
| 95-th percentile | 35.30925 |
| Maximum | 119.48 |
| Range | 119.48 |
| Interquartile range (IQR) | 18.33 |
Descriptive statistics
| Standard deviation | 13.10809661 |
|---|---|
| Coefficient of variation (CV) | 1.281098553 |
| Kurtosis | 2.215116675 |
| Mean | 10.23191899 |
| Median Absolute Deviation (MAD) | 3.6 |
| Skewness | 1.407283458 |
| Sum | 532100.715 |
| Variance | 171.8221968 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20992 | |
| 0.145 | 19 | < 0.1% |
| 0.305 | 17 | < 0.1% |
| 0.025 | 16 | < 0.1% |
| 4.13 | 15 | < 0.1% |
| 0.17 | 15 | < 0.1% |
| 0.665 | 15 | < 0.1% |
| 2.04 | 14 | < 0.1% |
| 0.35 | 14 | < 0.1% |
| 2.25 | 14 | < 0.1% |
| Other values (10854) | 30873 |
| Value | Count | Frequency (%) |
| 0 | 20992 | |
| 0.005 | 6 | < 0.1% |
| 0.01 | 13 | < 0.1% |
| 0.015 | 14 | < 0.1% |
| 0.02 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 119.48 | 1 | |
| 108.995 | 1 | |
| 104.465 | 1 | |
| 104.445 | 1 | |
| 100.64 | 1 |
usage_voice_nd2d_incoming_std_dev_w1_2
Real number (ℝ)
| Distinct | 52001 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.51279361 |
| Minimum | 0.1200114463 |
|---|---|
| Maximum | 122.5000566 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0.1200114463 |
|---|---|
| 5-th percentile | 1.831693183 |
| Q1 | 6.974541743 |
| median | 11.83289266 |
| Q3 | 21.09902254 |
| 95-th percentile | 54.99252316 |
| Maximum | 122.5000566 |
| Range | 122.3800451 |
| Interquartile range (IQR) | 14.1244808 |
Descriptive statistics
| Standard deviation | 16.63522659 |
|---|---|
| Coefficient of variation (CV) | 0.949889947 |
| Kurtosis | 2.555137037 |
| Mean | 17.51279361 |
| Median Absolute Deviation (MAD) | 6.311420533 |
| Skewness | 1.688479654 |
| Sum | 910735.3188 |
| Variance | 276.7307638 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.2787444 | 2 | < 0.1% |
| 13.79418742 | 2 | < 0.1% |
| 4.03105343 | 2 | < 0.1% |
| 4.69670214 | 1 | < 0.1% |
| 8.528418428 | 1 | < 0.1% |
| 14.18850277 | 1 | < 0.1% |
| 10.31195884 | 1 | < 0.1% |
| 34.57660647 | 1 | < 0.1% |
| 69.94902757 | 1 | < 0.1% |
| 34.95920539 | 1 | < 0.1% |
| Other values (51991) | 51991 |
| Value | Count | Frequency (%) |
| 0.1200114463 | 1 | |
| 0.1238596334 | 1 | |
| 0.130949617 | 1 | |
| 0.1328801823 | 1 | |
| 0.1342643775 | 1 |
| Value | Count | Frequency (%) |
| 122.5000566 | 1 | |
| 117.2206218 | 1 | |
| 117.0798721 | 1 | |
| 116.662927 | 1 | |
| 113.3700324 | 1 |
usage_voice_nd2d_incoming_std_dev_w3_4
Real number (ℝ)
Zeros
| Distinct | 50474 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.8572129 |
| Minimum | 0 |
|---|---|
| Maximum | 120.4076379 |
| Zeros | 1217 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.813189681 |
| Q1 | 7.916791794 |
| median | 14.1967109 |
| Q3 | 20.80537266 |
| 95-th percentile | 51.80406579 |
| Maximum | 120.4076379 |
| Range | 120.4076379 |
| Interquartile range (IQR) | 12.88858086 |
Descriptive statistics
| Standard deviation | 15.26054682 |
|---|---|
| Coefficient of variation (CV) | 0.8545872701 |
| Kurtosis | 3.280698216 |
| Mean | 17.8572129 |
| Median Absolute Deviation (MAD) | 6.395588463 |
| Skewness | 1.725062317 |
| Sum | 928646.4995 |
| Variance | 232.8842893 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1217 | 2.3% |
| 6.825852118 | 4 | < 0.1% |
| 4.428518778 | 4 | < 0.1% |
| 5.668610941 | 4 | < 0.1% |
| 6.486430341 | 4 | < 0.1% |
| 4.134531412 | 3 | < 0.1% |
| 7.50202306 | 3 | < 0.1% |
| 0.2084637687 | 3 | < 0.1% |
| 5.265046466 | 3 | < 0.1% |
| 2.522946124 | 3 | < 0.1% |
| Other values (50464) | 50756 |
| Value | Count | Frequency (%) |
| 0 | 1217 | |
| 0.008017837257 | 1 | < 0.1% |
| 0.01069044968 | 1 | < 0.1% |
| 0.01603567451 | 1 | < 0.1% |
| 0.02138089935 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 120.4076379 | 1 | |
| 119.1677536 | 1 | |
| 114.3926936 | 1 | |
| 106.8400524 | 1 | |
| 105.8846347 | 1 |
usage_voice_d2nd_outgoing_total_w1_2
Real number (ℝ)
| Distinct | 39584 |
|---|---|
| Distinct (%) | 76.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 311.7950548 |
| Minimum | 21.66 |
|---|---|
| Maximum | 1553.36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 21.66 |
|---|---|
| 5-th percentile | 146.993 |
| Q1 | 208.2 |
| median | 277.01 |
| Q3 | 357.765 |
| 95-th percentile | 645.7825 |
| Maximum | 1553.36 |
| Range | 1531.7 |
| Interquartile range (IQR) | 149.565 |
Descriptive statistics
| Standard deviation | 156.9079575 |
|---|---|
| Coefficient of variation (CV) | 0.5032406869 |
| Kurtosis | 5.359998564 |
| Mean | 311.7950548 |
| Median Absolute Deviation (MAD) | 73.76 |
| Skewness | 1.978378822 |
| Sum | 16214590.03 |
| Variance | 24620.10714 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 325.64 | 7 | < 0.1% |
| 280.15 | 6 | < 0.1% |
| 362.64 | 6 | < 0.1% |
| 181.93 | 6 | < 0.1% |
| 362.25 | 6 | < 0.1% |
| 303.38 | 6 | < 0.1% |
| 282.13 | 6 | < 0.1% |
| 173.99 | 6 | < 0.1% |
| 260.01 | 6 | < 0.1% |
| 292.39 | 6 | < 0.1% |
| Other values (39574) | 51943 |
| Value | Count | Frequency (%) |
| 21.66 | 1 | |
| 37.01 | 1 | |
| 37.59 | 1 | |
| 40.78 | 1 | |
| 41.29 | 1 |
| Value | Count | Frequency (%) |
| 1553.36 | 1 | |
| 1536.06 | 1 | |
| 1405.74 | 1 | |
| 1392.92 | 1 | |
| 1388.84 | 1 |
usage_voice_d2nd_outgoing_total_w3_4
Real number (ℝ)
Zeros
| Distinct | 39409 |
|---|---|
| Distinct (%) | 75.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 219.8834659 |
| Minimum | 0 |
|---|---|
| Maximum | 1551.62 |
| Zeros | 1268 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12.803 |
| Q1 | 79.1775 |
| median | 182.47 |
| Q3 | 308.875 |
| 95-th percentile | 569.7185 |
| Maximum | 1551.62 |
| Range | 1551.62 |
| Interquartile range (IQR) | 229.6975 |
Descriptive statistics
| Standard deviation | 182.0434523 |
|---|---|
| Coefficient of variation (CV) | 0.8279087815 |
| Kurtosis | 2.594226357 |
| Mean | 219.8834659 |
| Median Absolute Deviation (MAD) | 112.575 |
| Skewness | 1.370808754 |
| Sum | 11434819.76 |
| Variance | 33139.81853 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1268 | 2.4% |
| 41.93 | 8 | < 0.1% |
| 26.04 | 7 | < 0.1% |
| 20.09 | 7 | < 0.1% |
| 42.25 | 7 | < 0.1% |
| 102.56 | 6 | < 0.1% |
| 53.11 | 6 | < 0.1% |
| 286.27 | 6 | < 0.1% |
| 19.46 | 6 | < 0.1% |
| 35.49 | 6 | < 0.1% |
| Other values (39399) | 50677 |
| Value | Count | Frequency (%) |
| 0 | 1268 | |
| 0.02 | 2 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.04 | 1 | < 0.1% |
| 0.05 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1551.62 | 1 | |
| 1454.4 | 1 | |
| 1387.5 | 1 | |
| 1372.27 | 1 | |
| 1363.99 | 1 |
usage_voice_d2nd_outgoing_active_days_w1_2
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.84941543 |
| Minimum | 1 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 8 |
| median | 11 |
| Q3 | 14 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.756338779 |
|---|---|
| Coefficient of variation (CV) | 0.2540541282 |
| Kurtosis | -1.130259504 |
| Mean | 10.84941543 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2707360415 |
| Sum | 564213 |
| Variance | 7.597403462 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 16156 | |
| 8 | 7633 | |
| 9 | 6386 | 12.3% |
| 10 | 5396 | 10.4% |
| 13 | 4072 | 7.8% |
| 11 | 3441 | 6.6% |
| 12 | 3285 | 6.3% |
| 7 | 3069 | 5.9% |
| 6 | 1513 | 2.9% |
| 5 | 674 | 1.3% |
| Other values (4) | 379 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 2 | 16 | < 0.1% |
| 3 | 85 | 0.2% |
| 4 | 276 | |
| 5 | 674 |
| Value | Count | Frequency (%) |
| 14 | 16156 | |
| 13 | 4072 | 7.8% |
| 12 | 3285 | 6.3% |
| 11 | 3441 | 6.6% |
| 10 | 5396 | 10.4% |
usage_voice_d2nd_outgoing_active_days_w3_4
Real number (ℝ)
Zeros
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.16900623 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1268 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.373144704 |
|---|---|
| Coefficient of variation (CV) | 0.4705177531 |
| Kurtosis | -0.3856873975 |
| Mean | 7.16900623 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.04495984349 |
| Sum | 372817 |
| Variance | 11.37810519 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 6892 | |
| 9 | 6389 | |
| 7 | 6044 | |
| 6 | 5519 | |
| 5 | 4241 | |
| 10 | 3978 | |
| 4 | 3167 | |
| 11 | 2727 | 5.2% |
| 14 | 2603 | 5.0% |
| 3 | 2592 | 5.0% |
| Other values (5) | 7852 |
| Value | Count | Frequency (%) |
| 0 | 1268 | |
| 1 | 2075 | |
| 2 | 2036 | |
| 3 | 2592 | |
| 4 | 3167 |
| Value | Count | Frequency (%) |
| 14 | 2603 | |
| 13 | 1067 | 2.1% |
| 12 | 1406 | 2.7% |
| 11 | 2727 | |
| 10 | 3978 |
usage_voice_d2nd_outgoing_avg_daily_w1_2
Real number (ℝ)
| Distinct | 38919 |
|---|---|
| Distinct (%) | 74.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.27107534 |
| Minimum | 1.547142857 |
|---|---|
| Maximum | 110.9542857 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 1.547142857 |
|---|---|
| 5-th percentile | 10.4995 |
| Q1 | 14.87142857 |
| median | 19.78642857 |
| Q3 | 25.55464286 |
| 95-th percentile | 46.12732143 |
| Maximum | 110.9542857 |
| Range | 109.4071429 |
| Interquartile range (IQR) | 10.68321429 |
Descriptive statistics
| Standard deviation | 11.20771125 |
|---|---|
| Coefficient of variation (CV) | 0.5032406869 |
| Kurtosis | 5.359998564 |
| Mean | 22.27107534 |
| Median Absolute Deviation (MAD) | 5.268571429 |
| Skewness | 1.978378822 |
| Sum | 1158185.002 |
| Variance | 125.6127915 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23.26 | 7 | < 0.1% |
| 25.90285714 | 6 | < 0.1% |
| 12.995 | 6 | < 0.1% |
| 18.57214286 | 6 | < 0.1% |
| 17.55142857 | 6 | < 0.1% |
| 12.42785714 | 6 | < 0.1% |
| 12.77642857 | 6 | < 0.1% |
| 25.875 | 6 | < 0.1% |
| 21.67 | 6 | < 0.1% |
| 16.16214286 | 6 | < 0.1% |
| Other values (38909) | 51943 |
| Value | Count | Frequency (%) |
| 1.547142857 | 1 | |
| 2.643571429 | 1 | |
| 2.685 | 1 | |
| 2.912857143 | 1 | |
| 2.949285714 | 1 |
| Value | Count | Frequency (%) |
| 110.9542857 | 1 | |
| 109.7185714 | 1 | |
| 100.41 | 1 | |
| 99.49428571 | 1 | |
| 99.20285714 | 1 |
usage_voice_d2nd_outgoing_avg_daily_w3_4
Real number (ℝ)
Zeros
| Distinct | 38807 |
|---|---|
| Distinct (%) | 74.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.70596185 |
| Minimum | 0 |
|---|---|
| Maximum | 110.83 |
| Zeros | 1268 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.9145 |
| Q1 | 5.655535714 |
| median | 13.03357143 |
| Q3 | 22.0625 |
| 95-th percentile | 40.69417857 |
| Maximum | 110.83 |
| Range | 110.83 |
| Interquartile range (IQR) | 16.40696429 |
Descriptive statistics
| Standard deviation | 13.00310374 |
|---|---|
| Coefficient of variation (CV) | 0.8279087815 |
| Kurtosis | 2.594226357 |
| Mean | 15.70596185 |
| Median Absolute Deviation (MAD) | 8.041071429 |
| Skewness | 1.370808754 |
| Sum | 816772.84 |
| Variance | 169.0807068 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1268 | 2.4% |
| 2.995 | 8 | < 0.1% |
| 1.435 | 7 | < 0.1% |
| 3.017857143 | 7 | < 0.1% |
| 1.86 | 7 | < 0.1% |
| 2.133571429 | 6 | < 0.1% |
| 1.122142857 | 6 | < 0.1% |
| 1.39 | 6 | < 0.1% |
| 4.080714286 | 6 | < 0.1% |
| 2.535 | 6 | < 0.1% |
| Other values (38797) | 50677 |
| Value | Count | Frequency (%) |
| 0 | 1268 | |
| 0.001428571429 | 2 | < 0.1% |
| 0.002142857143 | 1 | < 0.1% |
| 0.002857142857 | 1 | < 0.1% |
| 0.003571428571 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 110.83 | 1 | |
| 103.8857143 | 1 | |
| 99.10714286 | 1 | |
| 98.01928571 | 1 | |
| 97.42785714 | 1 |
usage_voice_d2nd_outgoing_median_w1_2
Real number (ℝ)
Zeros
| Distinct | 10952 |
|---|---|
| Distinct (%) | 21.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.62443389 |
| Minimum | 0 |
|---|---|
| Maximum | 126.755 |
| Zeros | 2566 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0815 |
| Q1 | 13.575 |
| median | 19.1225 |
| Q3 | 23.185 |
| 95-th percentile | 33.8 |
| Maximum | 126.755 |
| Range | 126.755 |
| Interquartile range (IQR) | 9.61 |
Descriptive statistics
| Standard deviation | 10.32213327 |
|---|---|
| Coefficient of variation (CV) | 0.5542253433 |
| Kurtosis | 6.620988152 |
| Mean | 18.62443389 |
| Median Absolute Deviation (MAD) | 4.7725 |
| Skewness | 1.332792994 |
| Sum | 968545.06 |
| Variance | 106.5464352 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2566 | 4.9% |
| 20.07 | 36 | 0.1% |
| 19.93 | 34 | 0.1% |
| 21.43 | 32 | 0.1% |
| 20.295 | 29 | 0.1% |
| 19.735 | 28 | 0.1% |
| 20.095 | 28 | 0.1% |
| 20.54 | 28 | 0.1% |
| 20.6 | 27 | 0.1% |
| 19.84 | 26 | < 0.1% |
| Other values (10942) | 49170 |
| Value | Count | Frequency (%) |
| 0 | 2566 | |
| 0.005 | 6 | < 0.1% |
| 0.015 | 2 | < 0.1% |
| 0.02 | 2 | < 0.1% |
| 0.025 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 126.755 | 1 | |
| 113.945 | 1 | |
| 111.52 | 1 | |
| 107.68 | 1 | |
| 100.56 | 1 |
usage_voice_d2nd_outgoing_median_w3_4
Real number (ℝ)
Zeros
| Distinct | 10952 |
|---|---|
| Distinct (%) | 21.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.24626702 |
| Minimum | 0 |
|---|---|
| Maximum | 112.925 |
| Zeros | 20898 |
| Zeros (%) | 40.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3.535 |
| Q3 | 18.54 |
| 95-th percentile | 35.34425 |
| Maximum | 112.925 |
| Range | 112.925 |
| Interquartile range (IQR) | 18.54 |
Descriptive statistics
| Standard deviation | 13.08758193 |
|---|---|
| Coefficient of variation (CV) | 1.277302447 |
| Kurtosis | 1.91544805 |
| Mean | 10.24626702 |
| Median Absolute Deviation (MAD) | 3.535 |
| Skewness | 1.362451726 |
| Sum | 532846.87 |
| Variance | 171.2848008 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20898 | |
| 2.255 | 17 | < 0.1% |
| 0.97 | 17 | < 0.1% |
| 0.495 | 16 | < 0.1% |
| 0.895 | 16 | < 0.1% |
| 0.565 | 15 | < 0.1% |
| 0.01 | 15 | < 0.1% |
| 0.32 | 15 | < 0.1% |
| 4.33 | 15 | < 0.1% |
| 0.27 | 14 | < 0.1% |
| Other values (10942) | 30966 |
| Value | Count | Frequency (%) |
| 0 | 20898 | |
| 0.005 | 11 | < 0.1% |
| 0.01 | 15 | < 0.1% |
| 0.015 | 12 | < 0.1% |
| 0.02 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 112.925 | 1 | |
| 111.795 | 1 | |
| 106.345 | 1 | |
| 103.16 | 1 | |
| 99.5 | 1 |
usage_voice_d2nd_outgoing_std_dev_w1_2
Real number (ℝ)
| Distinct | 51996 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.62779056 |
| Minimum | 0.1102743831 |
|---|---|
| Maximum | 118.6253613 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0.1102743831 |
|---|---|
| 5-th percentile | 1.791142477 |
| Q1 | 7.074449173 |
| median | 11.87885748 |
| Q3 | 21.20978109 |
| 95-th percentile | 55.15779267 |
| Maximum | 118.6253613 |
| Range | 118.515087 |
| Interquartile range (IQR) | 14.13533192 |
Descriptive statistics
| Standard deviation | 16.75606613 |
|---|---|
| Coefficient of variation (CV) | 0.9505482875 |
| Kurtosis | 2.500654241 |
| Mean | 17.62779056 |
| Median Absolute Deviation (MAD) | 6.268383188 |
| Skewness | 1.678659123 |
| Sum | 916715.6203 |
| Variance | 280.7657521 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.743290261 | 2 | < 0.1% |
| 9.582783813 | 2 | < 0.1% |
| 2.489471456 | 2 | < 0.1% |
| 2.507385245 | 2 | < 0.1% |
| 6.812770491 | 2 | < 0.1% |
| 3.530961408 | 2 | < 0.1% |
| 6.032666751 | 2 | < 0.1% |
| 2.950052058 | 2 | < 0.1% |
| 8.761473106 | 1 | < 0.1% |
| 4.467089238 | 1 | < 0.1% |
| Other values (51986) | 51986 |
| Value | Count | Frequency (%) |
| 0.1102743831 | 1 | |
| 0.1249879115 | 1 | |
| 0.1408861281 | 1 | |
| 0.1455946503 | 1 | |
| 0.1495506089 | 1 |
| Value | Count | Frequency (%) |
| 118.6253613 | 1 | |
| 115.5013912 | 1 | |
| 114.4409438 | 1 | |
| 114.1421814 | 1 | |
| 109.0460784 | 1 |
usage_voice_d2nd_outgoing_std_dev_w3_4
Real number (ℝ)
Zeros
| Distinct | 50432 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.89816868 |
| Minimum | 0 |
|---|---|
| Maximum | 110.9610616 |
| Zeros | 1268 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.772043203 |
| Q1 | 7.923689088 |
| median | 14.2044256 |
| Q3 | 20.95537814 |
| 95-th percentile | 51.63980661 |
| Maximum | 110.9610616 |
| Range | 110.9610616 |
| Interquartile range (IQR) | 13.03168905 |
Descriptive statistics
| Standard deviation | 15.22468411 |
|---|---|
| Coefficient of variation (CV) | 0.8506280379 |
| Kurtosis | 3.030399724 |
| Mean | 17.89816868 |
| Median Absolute Deviation (MAD) | 6.447648842 |
| Skewness | 1.676692546 |
| Sum | 930776.3642 |
| Variance | 231.7910063 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1268 | 2.4% |
| 3.022724646 | 4 | < 0.1% |
| 3.7229491 | 4 | < 0.1% |
| 3.642770727 | 4 | < 0.1% |
| 5.163487194 | 4 | < 0.1% |
| 5.387986637 | 3 | < 0.1% |
| 3.672169464 | 3 | < 0.1% |
| 8.079307343 | 3 | < 0.1% |
| 0.1576841327 | 3 | < 0.1% |
| 5.262373853 | 3 | < 0.1% |
| Other values (50422) | 50705 |
| Value | Count | Frequency (%) |
| 0 | 1268 | |
| 0.005345224838 | 2 | < 0.1% |
| 0.008017837257 | 1 | < 0.1% |
| 0.01069044968 | 1 | < 0.1% |
| 0.0133630621 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 110.9610616 | 1 | |
| 108.3146211 | 1 | |
| 106.5708122 | 1 | |
| 106.2533662 | 1 | |
| 105.8460067 | 1 |
usage_pack_data_total_w1_2
Real number (ℝ)
| Distinct | 48947 |
|---|---|
| Distinct (%) | 94.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1560.488805 |
| Minimum | 18.39 |
|---|---|
| Maximum | 7891.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 18.39 |
|---|---|
| 5-th percentile | 734.9415 |
| Q1 | 1039.9575 |
| median | 1383.07 |
| Q3 | 1789.66 |
| 95-th percentile | 3243.858 |
| Maximum | 7891.92 |
| Range | 7873.53 |
| Interquartile range (IQR) | 749.7025 |
Descriptive statistics
| Standard deviation | 788.4741163 |
|---|---|
| Coefficient of variation (CV) | 0.5052738051 |
| Kurtosis | 5.163121327 |
| Mean | 1560.488805 |
| Median Absolute Deviation (MAD) | 370.85 |
| Skewness | 1.960466391 |
| Sum | 81151659.82 |
| Variance | 621691.4321 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1207.65 | 4 | < 0.1% |
| 1049.82 | 4 | < 0.1% |
| 1125.68 | 4 | < 0.1% |
| 1786.31 | 4 | < 0.1% |
| 1179.69 | 4 | < 0.1% |
| 1063.58 | 4 | < 0.1% |
| 1141.85 | 3 | < 0.1% |
| 831.05 | 3 | < 0.1% |
| 1327.41 | 3 | < 0.1% |
| 1038.55 | 3 | < 0.1% |
| Other values (48937) | 51968 |
| Value | Count | Frequency (%) |
| 18.39 | 1 | |
| 40.68 | 1 | |
| 92.76 | 1 | |
| 126.45 | 1 | |
| 159.59 | 1 |
| Value | Count | Frequency (%) |
| 7891.92 | 1 | |
| 7388.17 | 1 | |
| 7058.12 | 1 | |
| 7019.58 | 1 | |
| 6993.31 | 1 |
usage_pack_data_total_w3_4
Real number (ℝ)
Zeros
| Distinct | 48119 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1101.037918 |
| Minimum | 0 |
|---|---|
| Maximum | 7627.75 |
| Zeros | 1181 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 68.4415 |
| Q1 | 391.8175 |
| median | 914.76 |
| Q3 | 1544.6475 |
| 95-th percentile | 2885.1515 |
| Maximum | 7627.75 |
| Range | 7627.75 |
| Interquartile range (IQR) | 1152.83 |
Descriptive statistics
| Standard deviation | 916.0297645 |
|---|---|
| Coefficient of variation (CV) | 0.8319693167 |
| Kurtosis | 2.596326955 |
| Mean | 1101.037918 |
| Median Absolute Deviation (MAD) | 563.655 |
| Skewness | 1.384997624 |
| Sum | 57258375.9 |
| Variance | 839110.5294 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1181 | 2.3% |
| 1295.37 | 4 | < 0.1% |
| 155.97 | 4 | < 0.1% |
| 101.4 | 4 | < 0.1% |
| 628.04 | 4 | < 0.1% |
| 276.99 | 4 | < 0.1% |
| 174.01 | 4 | < 0.1% |
| 836.62 | 4 | < 0.1% |
| 798.07 | 4 | < 0.1% |
| 114.22 | 4 | < 0.1% |
| Other values (48109) | 50787 |
| Value | Count | Frequency (%) |
| 0 | 1181 | |
| 0.02 | 1 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7627.75 | 1 | |
| 7232.07 | 1 | |
| 7228.78 | 1 | |
| 7031.21 | 1 | |
| 6898.79 | 1 |
usage_pack_data_active_days_w1_2
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.87045227 |
| Minimum | 1 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 9 |
| median | 11 |
| Q3 | 14 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.740794737 |
|---|---|
| Coefficient of variation (CV) | 0.2521325395 |
| Kurtosis | -1.126272906 |
| Mean | 10.87045227 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2779853617 |
| Sum | 565307 |
| Variance | 7.51195579 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 16097 | |
| 8 | 7293 | |
| 9 | 6459 | |
| 10 | 5589 | 10.7% |
| 13 | 4211 | 8.1% |
| 11 | 3501 | 6.7% |
| 12 | 3273 | 6.3% |
| 7 | 3032 | 5.8% |
| 6 | 1527 | 2.9% |
| 5 | 682 | 1.3% |
| Other values (4) | 340 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 15 | < 0.1% |
| 3 | 69 | 0.1% |
| 4 | 255 | 0.5% |
| 5 | 682 |
| Value | Count | Frequency (%) |
| 14 | 16097 | |
| 13 | 4211 | 8.1% |
| 12 | 3273 | 6.3% |
| 11 | 3501 | 6.7% |
| 10 | 5589 | 10.7% |
usage_pack_data_active_days_w3_4
Real number (ℝ)
Zeros
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.183216676 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1181 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.35659658 |
|---|---|
| Coefficient of variation (CV) | 0.4672832147 |
| Kurtosis | -0.3676788517 |
| Mean | 7.183216676 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.03108976439 |
| Sum | 373556 |
| Variance | 11.2667406 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 6887 | |
| 9 | 6425 | |
| 7 | 6048 | |
| 6 | 5714 | |
| 5 | 4159 | |
| 10 | 3895 | |
| 4 | 3366 | |
| 11 | 2689 | 5.2% |
| 14 | 2648 | 5.1% |
| 3 | 2500 | 4.8% |
| Other values (5) | 7673 |
| Value | Count | Frequency (%) |
| 0 | 1181 | 2.3% |
| 1 | 2079 | |
| 2 | 1943 | |
| 3 | 2500 | |
| 4 | 3366 |
| Value | Count | Frequency (%) |
| 14 | 2648 | |
| 13 | 1050 | 2.0% |
| 12 | 1420 | 2.7% |
| 11 | 2689 | |
| 10 | 3895 |
usage_pack_data_avg_daily_w1_2
Real number (ℝ)
| Distinct | 48652 |
|---|---|
| Distinct (%) | 93.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 111.4634861 |
| Minimum | 1.313571429 |
|---|---|
| Maximum | 563.7085714 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 1.313571429 |
|---|---|
| 5-th percentile | 52.49582143 |
| Q1 | 74.28267857 |
| median | 98.79071429 |
| Q3 | 127.8328571 |
| 95-th percentile | 231.7041429 |
| Maximum | 563.7085714 |
| Range | 562.395 |
| Interquartile range (IQR) | 53.55017857 |
Descriptive statistics
| Standard deviation | 56.31957974 |
|---|---|
| Coefficient of variation (CV) | 0.5052738051 |
| Kurtosis | 5.163121327 |
| Mean | 111.4634861 |
| Median Absolute Deviation (MAD) | 26.48928571 |
| Skewness | 1.960466391 |
| Sum | 5796547.13 |
| Variance | 3171.895062 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80.40571429 | 4 | < 0.1% |
| 84.26357143 | 4 | < 0.1% |
| 127.5935714 | 4 | < 0.1% |
| 66.09857143 | 4 | < 0.1% |
| 68.525 | 4 | < 0.1% |
| 74.98714286 | 4 | < 0.1% |
| 75.97 | 4 | < 0.1% |
| 71.74857143 | 4 | < 0.1% |
| 130.0778571 | 4 | < 0.1% |
| 86.26071429 | 4 | < 0.1% |
| Other values (48642) | 51964 |
| Value | Count | Frequency (%) |
| 1.313571429 | 1 | |
| 2.905714286 | 1 | |
| 6.625714286 | 1 | |
| 9.032142857 | 1 | |
| 11.39928571 | 1 |
| Value | Count | Frequency (%) |
| 563.7085714 | 1 | |
| 527.7264286 | 1 | |
| 504.1514286 | 1 | |
| 501.3985714 | 1 | |
| 499.5221429 | 1 |
usage_pack_data_avg_daily_w3_4
Real number (ℝ)
Zeros
| Distinct | 47954 |
|---|---|
| Distinct (%) | 92.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.64556559 |
| Minimum | 0 |
|---|---|
| Maximum | 544.8392857 |
| Zeros | 1181 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.888678571 |
| Q1 | 27.98696429 |
| median | 65.34 |
| Q3 | 110.3319643 |
| 95-th percentile | 206.08225 |
| Maximum | 544.8392857 |
| Range | 544.8392857 |
| Interquartile range (IQR) | 82.345 |
Descriptive statistics
| Standard deviation | 65.43069746 |
|---|---|
| Coefficient of variation (CV) | 0.8319693167 |
| Kurtosis | 2.596326955 |
| Mean | 78.64556559 |
| Median Absolute Deviation (MAD) | 40.26107143 |
| Skewness | 1.384997624 |
| Sum | 4089883.993 |
| Variance | 4281.17617 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1181 | 2.3% |
| 57.005 | 4 | < 0.1% |
| 7.242857143 | 4 | < 0.1% |
| 16.21714286 | 4 | < 0.1% |
| 11.14071429 | 4 | < 0.1% |
| 19.785 | 4 | < 0.1% |
| 75.87071429 | 4 | < 0.1% |
| 5.372142857 | 4 | < 0.1% |
| 92.52642857 | 4 | < 0.1% |
| 59.75857143 | 4 | < 0.1% |
| Other values (47944) | 50787 |
| Value | Count | Frequency (%) |
| 0 | 1181 | |
| 0.001428571429 | 1 | < 0.1% |
| 0.004285714286 | 1 | < 0.1% |
| 0.01142857143 | 1 | < 0.1% |
| 0.01428571429 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 544.8392857 | 1 | |
| 516.5764286 | 1 | |
| 516.3414286 | 1 | |
| 502.2292857 | 1 | |
| 492.7707143 | 1 |
usage_pack_data_median_w1_2
Real number (ℝ)
Zeros
| Distinct | 27235 |
|---|---|
| Distinct (%) | 52.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.2123803 |
| Minimum | 0 |
|---|---|
| Maximum | 553.385 |
| Zeros | 2549 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.74075 |
| Q1 | 68.265 |
| median | 95.37 |
| Q3 | 116.04 |
| 95-th percentile | 170.70475 |
| Maximum | 553.385 |
| Range | 553.385 |
| Interquartile range (IQR) | 47.775 |
Descriptive statistics
| Standard deviation | 51.19308065 |
|---|---|
| Coefficient of variation (CV) | 0.5492090266 |
| Kurtosis | 5.760066583 |
| Mean | 93.2123803 |
| Median Absolute Deviation (MAD) | 23.7325 |
| Skewness | 1.24311734 |
| Sum | 4847416.625 |
| Variance | 2620.731507 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2549 | 4.9% |
| 99.97 | 13 | < 0.1% |
| 98.85 | 12 | < 0.1% |
| 102.985 | 11 | < 0.1% |
| 100.06 | 10 | < 0.1% |
| 99.845 | 10 | < 0.1% |
| 106.505 | 10 | < 0.1% |
| 99.525 | 10 | < 0.1% |
| 102.82 | 9 | < 0.1% |
| 115.535 | 9 | < 0.1% |
| Other values (27225) | 49361 |
| Value | Count | Frequency (%) |
| 0 | 2549 | |
| 0.015 | 1 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.04 | 1 | < 0.1% |
| 0.05 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 553.385 | 1 | |
| 530.725 | 1 | |
| 527.685 | 1 | |
| 515.545 | 1 | |
| 490.87 | 1 |
usage_pack_data_median_w3_4
Real number (ℝ)
Zeros
| Distinct | 22787 |
|---|---|
| Distinct (%) | 43.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.05766729 |
| Minimum | 0 |
|---|---|
| Maximum | 684.335 |
| Zeros | 20942 |
| Zeros (%) | 40.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 17.4175 |
| Q3 | 92.21 |
| 95-th percentile | 176.56275 |
| Maximum | 684.335 |
| Range | 684.335 |
| Interquartile range (IQR) | 92.21 |
Descriptive statistics
| Standard deviation | 65.63237049 |
|---|---|
| Coefficient of variation (CV) | 1.28545572 |
| Kurtosis | 2.214194502 |
| Mean | 51.05766729 |
| Median Absolute Deviation (MAD) | 17.4175 |
| Skewness | 1.403353387 |
| Sum | 2655202.93 |
| Variance | 4307.608056 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20942 | |
| 2.015 | 7 | < 0.1% |
| 25.47 | 7 | < 0.1% |
| 17.655 | 7 | < 0.1% |
| 4.75 | 7 | < 0.1% |
| 1.245 | 6 | < 0.1% |
| 3.13 | 6 | < 0.1% |
| 6.415 | 6 | < 0.1% |
| 19.535 | 6 | < 0.1% |
| 69 | 6 | < 0.1% |
| Other values (22777) | 31004 |
| Value | Count | Frequency (%) |
| 0 | 20942 | |
| 0.005 | 4 | < 0.1% |
| 0.01 | 2 | < 0.1% |
| 0.015 | 2 | < 0.1% |
| 0.02 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 684.335 | 1 | |
| 582.52 | 1 | |
| 552.61 | 1 | |
| 535.12 | 1 | |
| 517.53 | 1 |
usage_pack_data_std_dev_w1_2
Real number (ℝ)
| Distinct | 52003 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.98114052 |
| Minimum | 0.6078664725 |
|---|---|
| Maximum | 563.1358844 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0.6078664725 |
|---|---|
| 5-th percentile | 9.208482313 |
| Q1 | 35.36918605 |
| median | 58.98418363 |
| Q3 | 105.3678949 |
| 95-th percentile | 275.5414393 |
| Maximum | 563.1358844 |
| Range | 562.5280179 |
| Interquartile range (IQR) | 69.99870886 |
Descriptive statistics
| Standard deviation | 84.03618296 |
|---|---|
| Coefficient of variation (CV) | 0.9551613273 |
| Kurtosis | 2.56379923 |
| Mean | 87.98114052 |
| Median Absolute Deviation (MAD) | 31.12538403 |
| Skewness | 1.695622091 |
| Sum | 4575371.232 |
| Variance | 7062.080047 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18.80301262 | 2 | < 0.1% |
| 42.41244124 | 1 | < 0.1% |
| 64.7032135 | 1 | < 0.1% |
| 32.48747678 | 1 | < 0.1% |
| 59.65504465 | 1 | < 0.1% |
| 10.40494718 | 1 | < 0.1% |
| 35.48701468 | 1 | < 0.1% |
| 56.91346109 | 1 | < 0.1% |
| 69.13042908 | 1 | < 0.1% |
| 58.95806821 | 1 | < 0.1% |
| Other values (51993) | 51993 |
| Value | Count | Frequency (%) |
| 0.6078664725 | 1 | |
| 0.6314904748 | 1 | |
| 0.6478099199 | 1 | |
| 0.6579772534 | 1 | |
| 0.6588622394 | 1 |
| Value | Count | Frequency (%) |
| 563.1358844 | 1 | |
| 551.9131593 | 1 | |
| 537.8449702 | 1 | |
| 536.6235562 | 1 | |
| 532.6399398 | 1 |
usage_pack_data_std_dev_w3_4
Real number (ℝ)
Zeros
| Distinct | 50757 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.54824939 |
| Minimum | 0 |
|---|---|
| Maximum | 555.1840759 |
| Zeros | 1181 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.203815249 |
| Q1 | 39.18146121 |
| median | 70.65728886 |
| Q3 | 104.4320454 |
| 95-th percentile | 260.699946 |
| Maximum | 555.1840759 |
| Range | 555.1840759 |
| Interquartile range (IQR) | 65.25058418 |
Descriptive statistics
| Standard deviation | 76.68880171 |
|---|---|
| Coefficient of variation (CV) | 0.8563964369 |
| Kurtosis | 3.021484864 |
| Mean | 89.54824939 |
| Median Absolute Deviation (MAD) | 32.3586535 |
| Skewness | 1.685803953 |
| Sum | 4656867.161 |
| Variance | 5881.172307 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1181 | 2.3% |
| 30.52657905 | 4 | < 0.1% |
| 12.29134452 | 3 | < 0.1% |
| 33.38092911 | 2 | < 0.1% |
| 9.984879998 | 2 | < 0.1% |
| 0.5051237472 | 2 | < 0.1% |
| 0.4222727622 | 2 | < 0.1% |
| 5.655247879 | 2 | < 0.1% |
| 2.824951327 | 2 | < 0.1% |
| 21.40762548 | 2 | < 0.1% |
| Other values (50747) | 50802 |
| Value | Count | Frequency (%) |
| 0 | 1181 | |
| 0.005345224838 | 1 | < 0.1% |
| 0.01603567451 | 1 | < 0.1% |
| 0.04276179871 | 1 | < 0.1% |
| 0.05345224838 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 555.1840759 | 1 | |
| 542.2459494 | 1 | |
| 522.3398828 | 1 | |
| 514.9514603 | 1 | |
| 511.6561651 | 1 |
usage_pack_vas_total_w1_2
Real number (ℝ)
| Distinct | 39351 |
|---|---|
| Distinct (%) | 75.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 311.3432859 |
| Minimum | 24.53 |
|---|---|
| Maximum | 1402.59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 24.53 |
|---|---|
| 5-th percentile | 148.1315 |
| Q1 | 207.1875 |
| median | 275.275 |
| Q3 | 357.65 |
| 95-th percentile | 645.631 |
| Maximum | 1402.59 |
| Range | 1378.06 |
| Interquartile range (IQR) | 150.4625 |
Descriptive statistics
| Standard deviation | 157.1322979 |
|---|---|
| Coefficient of variation (CV) | 0.5046914612 |
| Kurtosis | 5.22206809 |
| Mean | 311.3432859 |
| Median Absolute Deviation (MAD) | 73.735 |
| Skewness | 1.978527515 |
| Sum | 16191096.24 |
| Variance | 24690.55904 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 260.76 | 7 | < 0.1% |
| 284.2 | 7 | < 0.1% |
| 212.75 | 7 | < 0.1% |
| 196.81 | 7 | < 0.1% |
| 353.36 | 7 | < 0.1% |
| 185.25 | 6 | < 0.1% |
| 269.91 | 6 | < 0.1% |
| 246.11 | 6 | < 0.1% |
| 259.15 | 6 | < 0.1% |
| 165.96 | 6 | < 0.1% |
| Other values (39341) | 51939 |
| Value | Count | Frequency (%) |
| 24.53 | 1 | |
| 28.35 | 1 | |
| 32.41 | 1 | |
| 32.87 | 1 | |
| 35.31 | 1 |
| Value | Count | Frequency (%) |
| 1402.59 | 1 | |
| 1378.91 | 1 | |
| 1375.43 | 1 | |
| 1371.98 | 1 | |
| 1370.27 | 1 |
usage_pack_vas_total_w3_4
Real number (ℝ)
Zeros
| Distinct | 39547 |
|---|---|
| Distinct (%) | 76.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 219.842026 |
| Minimum | 0 |
|---|---|
| Maximum | 1492.95 |
| Zeros | 1194 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 13.55 |
| Q1 | 79.36 |
| median | 183.145 |
| Q3 | 308.4525 |
| 95-th percentile | 572.0965 |
| Maximum | 1492.95 |
| Range | 1492.95 |
| Interquartile range (IQR) | 229.0925 |
Descriptive statistics
| Standard deviation | 181.8760035 |
|---|---|
| Coefficient of variation (CV) | 0.8273031632 |
| Kurtosis | 2.600656071 |
| Mean | 219.842026 |
| Median Absolute Deviation (MAD) | 112.115 |
| Skewness | 1.379761913 |
| Sum | 11432664.72 |
| Variance | 33078.88065 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1194 | 2.3% |
| 56.83 | 7 | < 0.1% |
| 22.53 | 7 | < 0.1% |
| 143.38 | 7 | < 0.1% |
| 68.81 | 6 | < 0.1% |
| 18.25 | 6 | < 0.1% |
| 13.7 | 6 | < 0.1% |
| 24.66 | 6 | < 0.1% |
| 10.28 | 6 | < 0.1% |
| 36.2 | 6 | < 0.1% |
| Other values (39537) | 50753 |
| Value | Count | Frequency (%) |
| 0 | 1194 | |
| 0.03 | 1 | < 0.1% |
| 0.06 | 2 | < 0.1% |
| 0.07 | 1 | < 0.1% |
| 0.07 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1492.95 | 1 | |
| 1478.11 | 1 | |
| 1370.39 | 1 | |
| 1328.79 | 1 | |
| 1320.8 | 1 |
usage_pack_vas_active_days_w1_2
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.87149065 |
| Minimum | 1 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 9 |
| median | 11 |
| Q3 | 14 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.744825796 |
|---|---|
| Coefficient of variation (CV) | 0.252479249 |
| Kurtosis | -1.123379332 |
| Mean | 10.87149065 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2799392627 |
| Sum | 565361 |
| Variance | 7.534068651 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 16178 | |
| 8 | 7462 | |
| 9 | 6391 | 12.3% |
| 10 | 5565 | 10.7% |
| 13 | 4139 | 8.0% |
| 11 | 3410 | 6.6% |
| 12 | 3344 | 6.4% |
| 7 | 2987 | 5.7% |
| 6 | 1474 | 2.8% |
| 5 | 695 | 1.3% |
| Other values (4) | 359 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 15 | < 0.1% |
| 3 | 72 | 0.1% |
| 4 | 271 | 0.5% |
| 5 | 695 |
| Value | Count | Frequency (%) |
| 14 | 16178 | |
| 13 | 4139 | 8.0% |
| 12 | 3344 | 6.4% |
| 11 | 3410 | 6.6% |
| 10 | 5565 | 10.7% |
usage_pack_vas_active_days_w3_4
Real number (ℝ)
Zeros
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.199965387 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1194 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 13 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.355574525 |
|---|---|
| Coefficient of variation (CV) | 0.4660542578 |
| Kurtosis | -0.3690625003 |
| Mean | 7.199965387 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.05787159893 |
| Sum | 374427 |
| Variance | 11.25988039 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 6922 | |
| 9 | 6526 | |
| 7 | 6145 | |
| 6 | 5594 | |
| 5 | 4089 | |
| 10 | 3976 | |
| 4 | 3146 | 6.0% |
| 11 | 2695 | 5.2% |
| 14 | 2542 | 4.9% |
| 3 | 2493 | 4.8% |
| Other values (5) | 7876 |
| Value | Count | Frequency (%) |
| 0 | 1194 | 2.3% |
| 1 | 2119 | |
| 2 | 1974 | |
| 3 | 2493 | |
| 4 | 3146 |
| Value | Count | Frequency (%) |
| 14 | 2542 | |
| 13 | 1102 | 2.1% |
| 12 | 1487 | 2.9% |
| 11 | 2695 | |
| 10 | 3976 |
usage_pack_vas_avg_daily_w1_2
Real number (ℝ)
| Distinct | 38641 |
|---|---|
| Distinct (%) | 74.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.23880614 |
| Minimum | 1.752142857 |
|---|---|
| Maximum | 100.185 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 1.752142857 |
|---|---|
| 5-th percentile | 10.58082143 |
| Q1 | 14.79910714 |
| median | 19.6625 |
| Q3 | 25.54642857 |
| 95-th percentile | 46.1165 |
| Maximum | 100.185 |
| Range | 98.43285714 |
| Interquartile range (IQR) | 10.74732143 |
Descriptive statistics
| Standard deviation | 11.22373556 |
|---|---|
| Coefficient of variation (CV) | 0.5046914612 |
| Kurtosis | 5.22206809 |
| Mean | 22.23880614 |
| Median Absolute Deviation (MAD) | 5.266785714 |
| Skewness | 1.978527515 |
| Sum | 1156506.874 |
| Variance | 125.97224 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17.53214286 | 7 | < 0.1% |
| 25.24 | 7 | < 0.1% |
| 15.19642857 | 7 | < 0.1% |
| 17.42428571 | 7 | < 0.1% |
| 14.05785714 | 7 | < 0.1% |
| 18.62571429 | 7 | < 0.1% |
| 16.05714286 | 7 | < 0.1% |
| 20.3 | 7 | < 0.1% |
| 19.36571429 | 6 | < 0.1% |
| 18.69142857 | 6 | < 0.1% |
| Other values (38631) | 51936 |
| Value | Count | Frequency (%) |
| 1.752142857 | 1 | |
| 2.025 | 1 | |
| 2.315 | 1 | |
| 2.347857143 | 1 | |
| 2.522142857 | 1 |
| Value | Count | Frequency (%) |
| 100.185 | 1 | |
| 98.49357143 | 1 | |
| 98.245 | 1 | |
| 97.99857143 | 1 | |
| 97.87642857 | 1 |
usage_pack_vas_avg_daily_w3_4
Real number (ℝ)
Zeros
| Distinct | 38983 |
|---|---|
| Distinct (%) | 75.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.70300186 |
| Minimum | 0 |
|---|---|
| Maximum | 106.6392857 |
| Zeros | 1194 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.9678571429 |
| Q1 | 5.668571429 |
| median | 13.08178571 |
| Q3 | 22.03232143 |
| 95-th percentile | 40.86403571 |
| Maximum | 106.6392857 |
| Range | 106.6392857 |
| Interquartile range (IQR) | 16.36375 |
Descriptive statistics
| Standard deviation | 12.99114311 |
|---|---|
| Coefficient of variation (CV) | 0.8273031632 |
| Kurtosis | 2.600656071 |
| Mean | 15.70300186 |
| Median Absolute Deviation (MAD) | 8.008214286 |
| Skewness | 1.379761913 |
| Sum | 816618.9086 |
| Variance | 168.7697992 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1194 | 2.3% |
| 4.296428571 | 7 | < 0.1% |
| 10.24142857 | 7 | < 0.1% |
| 1.609285714 | 7 | < 0.1% |
| 4.059285714 | 7 | < 0.1% |
| 2.585714286 | 6 | < 0.1% |
| 4.390714286 | 6 | < 0.1% |
| 1.761428571 | 6 | < 0.1% |
| 0.7342857143 | 6 | < 0.1% |
| 0.9785714286 | 6 | < 0.1% |
| Other values (38973) | 50752 |
| Value | Count | Frequency (%) |
| 0 | 1194 | |
| 0.002142857143 | 1 | < 0.1% |
| 0.004285714286 | 2 | < 0.1% |
| 0.005 | 1 | < 0.1% |
| 0.005 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 106.6392857 | 1 | |
| 105.5792857 | 1 | |
| 97.885 | 1 | |
| 94.91357143 | 1 | |
| 94.34285714 | 1 |
usage_pack_vas_median_w1_2
Real number (ℝ)
Zeros
| Distinct | 10896 |
|---|---|
| Distinct (%) | 21.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.66275969 |
| Minimum | 0 |
|---|---|
| Maximum | 113.87 |
| Zeros | 2528 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.18075 |
| Q1 | 13.68 |
| median | 19.085 |
| Q3 | 23.17 |
| 95-th percentile | 33.86 |
| Maximum | 113.87 |
| Range | 113.87 |
| Interquartile range (IQR) | 9.49 |
Descriptive statistics
| Standard deviation | 10.25021569 |
|---|---|
| Coefficient of variation (CV) | 0.5492336534 |
| Kurtosis | 6.68212132 |
| Mean | 18.66275969 |
| Median Absolute Deviation (MAD) | 4.725 |
| Skewness | 1.343488249 |
| Sum | 970538.155 |
| Variance | 105.0669216 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2528 | 4.9% |
| 20.18 | 29 | 0.1% |
| 20.205 | 29 | 0.1% |
| 19.945 | 28 | 0.1% |
| 19.975 | 28 | 0.1% |
| 20.03 | 27 | 0.1% |
| 20.765 | 27 | 0.1% |
| 20.455 | 27 | 0.1% |
| 20.375 | 27 | 0.1% |
| 20.68 | 27 | 0.1% |
| Other values (10886) | 49227 |
| Value | Count | Frequency (%) |
| 0 | 2528 | |
| 0.005 | 1 | < 0.1% |
| 0.015 | 2 | < 0.1% |
| 0.02 | 2 | < 0.1% |
| 0.025 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 113.87 | 1 | |
| 111.585 | 1 | |
| 108.495 | 1 | |
| 107.485 | 1 | |
| 104.55 | 1 |
usage_pack_vas_median_w3_4
Real number (ℝ)
Zeros
| Distinct | 10863 |
|---|---|
| Distinct (%) | 20.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.30278748 |
| Minimum | 0 |
|---|---|
| Maximum | 122.48 |
| Zeros | 20609 |
| Zeros (%) | 39.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3.74 |
| Q3 | 18.65 |
| 95-th percentile | 35.19925 |
| Maximum | 122.48 |
| Range | 122.48 |
| Interquartile range (IQR) | 18.65 |
Descriptive statistics
| Standard deviation | 13.05063182 |
|---|---|
| Coefficient of variation (CV) | 1.266708825 |
| Kurtosis | 1.807697489 |
| Mean | 10.30278748 |
| Median Absolute Deviation (MAD) | 3.74 |
| Skewness | 1.339207451 |
| Sum | 535786.16 |
| Variance | 170.3189909 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20609 | |
| 0.07 | 18 | < 0.1% |
| 0.49 | 17 | < 0.1% |
| 0.09 | 17 | < 0.1% |
| 0.265 | 17 | < 0.1% |
| 2.185 | 16 | < 0.1% |
| 0.8 | 16 | < 0.1% |
| 0.04 | 15 | < 0.1% |
| 0.035 | 15 | < 0.1% |
| 0.01 | 15 | < 0.1% |
| Other values (10853) | 31249 |
| Value | Count | Frequency (%) |
| 0 | 20609 | |
| 0.005 | 4 | < 0.1% |
| 0.01 | 15 | < 0.1% |
| 0.015 | 9 | < 0.1% |
| 0.02 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 122.48 | 1 | |
| 110.595 | 1 | |
| 107.35 | 1 | |
| 97.735 | 1 | |
| 96.65 | 1 |
usage_pack_vas_std_dev_w1_2
Real number (ℝ)
| Distinct | 52003 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.50817496 |
| Minimum | 0.1202469985 |
|---|---|
| Maximum | 124.1832911 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0.1202469985 |
|---|---|
| 5-th percentile | 1.76312185 |
| Q1 | 6.968485367 |
| median | 11.81755432 |
| Q3 | 20.92332676 |
| 95-th percentile | 55.07734712 |
| Maximum | 124.1832911 |
| Range | 124.0630441 |
| Interquartile range (IQR) | 13.95484139 |
Descriptive statistics
| Standard deviation | 16.72674809 |
|---|---|
| Coefficient of variation (CV) | 0.9553678857 |
| Kurtosis | 2.552472824 |
| Mean | 17.50817496 |
| Median Absolute Deviation (MAD) | 6.209479373 |
| Skewness | 1.693987936 |
| Sum | 910495.1304 |
| Variance | 279.7841017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.62739924 | 2 | < 0.1% |
| 10.31420284 | 1 | < 0.1% |
| 11.09459704 | 1 | < 0.1% |
| 30.76853998 | 1 | < 0.1% |
| 33.93090076 | 1 | < 0.1% |
| 16.27030358 | 1 | < 0.1% |
| 26.40659929 | 1 | < 0.1% |
| 11.77641319 | 1 | < 0.1% |
| 1.418526747 | 1 | < 0.1% |
| 21.72024852 | 1 | < 0.1% |
| Other values (51993) | 51993 |
| Value | Count | Frequency (%) |
| 0.1202469985 | 1 | |
| 0.1385184559 | 1 | |
| 0.1393785264 | 1 | |
| 0.1395439983 | 1 | |
| 0.1409641058 | 1 |
| Value | Count | Frequency (%) |
| 124.1832911 | 1 | |
| 115.9130612 | 1 | |
| 109.5156023 | 1 | |
| 109.0711755 | 1 | |
| 104.9602652 | 1 |
usage_pack_vas_std_dev_w3_4
Real number (ℝ)
Zeros
| Distinct | 50472 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.88416135 |
| Minimum | 0 |
|---|---|
| Maximum | 118.1984427 |
| Zeros | 1194 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.863045846 |
| Q1 | 7.924281184 |
| median | 14.17564398 |
| Q3 | 20.88635763 |
| 95-th percentile | 51.63386097 |
| Maximum | 118.1984427 |
| Range | 118.1984427 |
| Interquartile range (IQR) | 12.96207645 |
Descriptive statistics
| Standard deviation | 15.24297655 |
|---|---|
| Coefficient of variation (CV) | 0.8523171008 |
| Kurtosis | 3.163812732 |
| Mean | 17.88416135 |
| Median Absolute Deviation (MAD) | 6.409240378 |
| Skewness | 1.705402529 |
| Sum | 930047.9268 |
| Variance | 232.3483341 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1194 | 2.3% |
| 4.498006701 | 4 | < 0.1% |
| 0.09621404709 | 4 | < 0.1% |
| 6.138990727 | 4 | < 0.1% |
| 5.390659249 | 4 | < 0.1% |
| 3.06014122 | 4 | < 0.1% |
| 0.5665938329 | 4 | < 0.1% |
| 1.023610557 | 3 | < 0.1% |
| 3.036087708 | 3 | < 0.1% |
| 5.147451519 | 3 | < 0.1% |
| Other values (50462) | 50777 |
| Value | Count | Frequency (%) |
| 0 | 1194 | |
| 0.008017837257 | 1 | < 0.1% |
| 0.01603567451 | 2 | < 0.1% |
| 0.0160527975 | 1 | < 0.1% |
| 0.01870828693 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 118.1984427 | 1 | |
| 116.2310943 | 1 | |
| 113.5345864 | 1 | |
| 107.0410471 | 1 | |
| 106.7609595 | 1 |
total_data_w1_2
Real number (ℝ)
| Distinct | 50638 |
|---|---|
| Distinct (%) | 97.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5917.856827 |
| Minimum | 2182.62 |
|---|---|
| Maximum | 16155.17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 2182.62 |
|---|---|
| 5-th percentile | 3980.9645 |
| Q1 | 4864.3825 |
| median | 5656.97 |
| Q3 | 6709.345 |
| 95-th percentile | 8724.551 |
| Maximum | 16155.17 |
| Range | 13972.55 |
| Interquartile range (IQR) | 1844.9625 |
Descriptive statistics
| Standard deviation | 1477.240298 |
|---|---|
| Coefficient of variation (CV) | 0.2496242037 |
| Kurtosis | 1.581035604 |
| Mean | 5917.856827 |
| Median Absolute Deviation (MAD) | 890.7 |
| Skewness | 1.023689749 |
| Sum | 307752226.4 |
| Variance | 2182238.899 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5395.81 | 4 | < 0.1% |
| 6668.77 | 4 | < 0.1% |
| 4318.54 | 4 | < 0.1% |
| 5899.33 | 4 | < 0.1% |
| 4751.24 | 3 | < 0.1% |
| 4454.09 | 3 | < 0.1% |
| 5573.26 | 3 | < 0.1% |
| 4790.42 | 3 | < 0.1% |
| 3976.9 | 3 | < 0.1% |
| 4912.26 | 3 | < 0.1% |
| Other values (50628) | 51970 |
| Value | Count | Frequency (%) |
| 2182.62 | 1 | |
| 2357.9 | 1 | |
| 2467.98 | 1 | |
| 2534.05 | 1 | |
| 2564.52 | 1 |
| Value | Count | Frequency (%) |
| 16155.17 | 1 | |
| 15925.34 | 1 | |
| 15696.84 | 1 | |
| 15535.44 | 1 | |
| 14407.27 | 1 |
total_data_w3_4
Real number (ℝ)
| Distinct | 50973 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4179.323886 |
| Minimum | 224.88 |
|---|---|
| Maximum | 14565.76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 224.88 |
|---|---|
| 5-th percentile | 1550.4995 |
| Q1 | 2896.4075 |
| median | 4004.535 |
| Q3 | 5262.9925 |
| 95-th percentile | 7391.4085 |
| Maximum | 14565.76 |
| Range | 14340.88 |
| Interquartile range (IQR) | 2366.585 |
Descriptive statistics
| Standard deviation | 1790.227737 |
|---|---|
| Coefficient of variation (CV) | 0.4283534336 |
| Kurtosis | 0.5812140901 |
| Mean | 4179.323886 |
| Median Absolute Deviation (MAD) | 1176.095 |
| Skewness | 0.6326034771 |
| Sum | 217341559.4 |
| Variance | 3204915.35 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2777.63 | 3 | < 0.1% |
| 4949.51 | 3 | < 0.1% |
| 4008.42 | 3 | < 0.1% |
| 4997.96 | 3 | < 0.1% |
| 3345.08 | 3 | < 0.1% |
| 3409.51 | 3 | < 0.1% |
| 4803.71 | 3 | < 0.1% |
| 3774.25 | 3 | < 0.1% |
| 3278.54 | 3 | < 0.1% |
| 4435.71 | 3 | < 0.1% |
| Other values (50963) | 51974 |
| Value | Count | Frequency (%) |
| 224.88 | 1 | |
| 246.36 | 1 | |
| 248.37 | 1 | |
| 260.46 | 1 | |
| 291.3 | 1 |
| Value | Count | Frequency (%) |
| 14565.76 | 1 | |
| 13806.64 | 1 | |
| 13678.74 | 1 | |
| 13347.86 | 1 | |
| 13149.1 | 1 |
total_spend_w1_2
Real number (ℝ)
| Distinct | 49054 |
|---|---|
| Distinct (%) | 94.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1871.832091 |
| Minimum | 263.42 |
|---|---|
| Maximum | 8145.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 263.42 |
|---|---|
| 5-th percentile | 1000.366 |
| Q1 | 1335.79 |
| median | 1699.515 |
| Q3 | 2113.9475 |
| 95-th percentile | 3558.3765 |
| Maximum | 8145.94 |
| Range | 7882.52 |
| Interquartile range (IQR) | 778.1575 |
Descriptive statistics
| Standard deviation | 804.9172517 |
|---|---|
| Coefficient of variation (CV) | 0.4300157346 |
| Kurtosis | 4.741405108 |
| Mean | 1871.832091 |
| Median Absolute Deviation (MAD) | 384.095 |
| Skewness | 1.853496513 |
| Sum | 97342756.06 |
| Variance | 647891.7821 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2080.52 | 4 | < 0.1% |
| 1178.04 | 4 | < 0.1% |
| 1328.79 | 4 | < 0.1% |
| 1616.54 | 4 | < 0.1% |
| 1568.65 | 4 | < 0.1% |
| 1297.24 | 3 | < 0.1% |
| 1852.8 | 3 | < 0.1% |
| 1305.53 | 3 | < 0.1% |
| 1725.52 | 3 | < 0.1% |
| 1963.7 | 3 | < 0.1% |
| Other values (49044) | 51969 |
| Value | Count | Frequency (%) |
| 263.42 | 1 | |
| 273.28 | 1 | |
| 287.58 | 1 | |
| 310.8 | 1 | |
| 336.17 | 1 |
| Value | Count | Frequency (%) |
| 8145.94 | 1 | |
| 7614.76 | 1 | |
| 7374.89 | 1 | |
| 7337.72 | 1 | |
| 7257.56 | 1 |
total_spend_w3_4
Real number (ℝ)
| Distinct | 49583 |
|---|---|
| Distinct (%) | 95.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1320.879944 |
| Minimum | 0 |
|---|---|
| Maximum | 7670.99 |
| Zeros | 27 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 204.7845 |
| Q1 | 610.1225 |
| median | 1137.85 |
| Q3 | 1791.7475 |
| 95-th percentile | 3139.7965 |
| Maximum | 7670.99 |
| Range | 7670.99 |
| Interquartile range (IQR) | 1181.625 |
Descriptive statistics
| Standard deviation | 939.9519332 |
|---|---|
| Coefficient of variation (CV) | 0.711610421 |
| Kurtosis | 2.348743347 |
| Mean | 1320.879944 |
| Median Absolute Deviation (MAD) | 573.59 |
| Skewness | 1.299190751 |
| Sum | 68691040.62 |
| Variance | 883509.6367 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27 | 0.1% |
| 454.92 | 4 | < 0.1% |
| 652.64 | 3 | < 0.1% |
| 1026.53 | 3 | < 0.1% |
| 930.51 | 3 | < 0.1% |
| 1733.13 | 3 | < 0.1% |
| 483.58 | 3 | < 0.1% |
| 365.84 | 3 | < 0.1% |
| 979.96 | 3 | < 0.1% |
| 408.62 | 3 | < 0.1% |
| Other values (49573) | 51949 |
| Value | Count | Frequency (%) |
| 0 | 27 | |
| 0.02 | 1 | < 0.1% |
| 0.36 | 1 | < 0.1% |
| 1.08 | 1 | < 0.1% |
| 1.56 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7670.99 | 1 | |
| 7476.19 | 1 | |
| 7416.6 | 1 | |
| 7355.2 | 1 | |
| 7020.66 | 1 |
video_data_w1_2
Real number (ℝ)
| Distinct | 49623 |
|---|---|
| Distinct (%) | 95.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2879.346009 |
| Minimum | 838.47 |
|---|---|
| Maximum | 11649.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 838.47 |
|---|---|
| 5-th percentile | 1636.9035 |
| Q1 | 2144.5475 |
| median | 2645.52 |
| Q3 | 3292.1525 |
| 95-th percentile | 5045.768 |
| Maximum | 11649.6 |
| Range | 10811.13 |
| Interquartile range (IQR) | 1147.605 |
Descriptive statistics
| Standard deviation | 1076.730774 |
|---|---|
| Coefficient of variation (CV) | 0.3739497688 |
| Kurtosis | 3.523674233 |
| Mean | 2879.346009 |
| Median Absolute Deviation (MAD) | 555.725 |
| Skewness | 1.559156184 |
| Sum | 149737509.8 |
| Variance | 1159349.16 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2046.11 | 4 | < 0.1% |
| 2506.33 | 4 | < 0.1% |
| 2382.08 | 4 | < 0.1% |
| 2238.37 | 3 | < 0.1% |
| 2656.76 | 3 | < 0.1% |
| 1704.23 | 3 | < 0.1% |
| 2412.71 | 3 | < 0.1% |
| 2974.03 | 3 | < 0.1% |
| 2042.37 | 3 | < 0.1% |
| 2368.45 | 3 | < 0.1% |
| Other values (49613) | 51971 |
| Value | Count | Frequency (%) |
| 838.47 | 1 | |
| 846.85 | 1 | |
| 849.17 | 1 | |
| 887.47 | 1 | |
| 889.22 | 1 |
| Value | Count | Frequency (%) |
| 11649.6 | 1 | |
| 10933.44 | 1 | |
| 10455.88 | 1 | |
| 10406.83 | 1 | |
| 10067.15 | 1 |
video_data_w3_4
Real number (ℝ)
| Distinct | 50213 |
|---|---|
| Distinct (%) | 96.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2025.400491 |
| Minimum | 0 |
|---|---|
| Maximum | 10468.18 |
| Zeros | 49 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 391.312 |
| Q1 | 1086.5625 |
| median | 1821.42 |
| Q3 | 2711 |
| 95-th percentile | 4402.468 |
| Maximum | 10468.18 |
| Range | 10468.18 |
| Interquartile range (IQR) | 1624.4375 |
Descriptive statistics
| Standard deviation | 1258.892332 |
|---|---|
| Coefficient of variation (CV) | 0.6215522995 |
| Kurtosis | 1.540652702 |
| Mean | 2025.400491 |
| Median Absolute Deviation (MAD) | 797.345 |
| Skewness | 1.043763756 |
| Sum | 105328927.1 |
| Variance | 1584809.905 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49 | 0.1% |
| 1199.91 | 4 | < 0.1% |
| 2160.63 | 4 | < 0.1% |
| 1190.98 | 3 | < 0.1% |
| 1465.54 | 3 | < 0.1% |
| 1098.89 | 3 | < 0.1% |
| 2323.87 | 3 | < 0.1% |
| 2078.42 | 3 | < 0.1% |
| 811.71 | 3 | < 0.1% |
| 2016.3 | 3 | < 0.1% |
| Other values (50203) | 51926 |
| Value | Count | Frequency (%) |
| 0 | 49 | |
| 0.77 | 1 | < 0.1% |
| 1.16 | 1 | < 0.1% |
| 4.67 | 1 | < 0.1% |
| 5.69 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10468.18 | 1 | |
| 10173.76 | 1 | |
| 10006.96 | 1 | |
| 9860.78 | 1 | |
| 9728.07 | 1 |
messaging_data_w1_2
Real number (ℝ)
| Distinct | 32052 |
|---|---|
| Distinct (%) | 61.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 155.851283 |
| Minimum | 19.39 |
|---|---|
| Maximum | 770.68 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 19.39 |
|---|---|
| 5-th percentile | 73.38 |
| Q1 | 103.9 |
| median | 138.08 |
| Q3 | 179.32 |
| 95-th percentile | 321.8185 |
| Maximum | 770.68 |
| Range | 751.29 |
| Interquartile range (IQR) | 75.42 |
Descriptive statistics
| Standard deviation | 78.41453062 |
|---|---|
| Coefficient of variation (CV) | 0.5031368952 |
| Kurtosis | 5.351149408 |
| Mean | 155.851283 |
| Median Absolute Deviation (MAD) | 37.155 |
| Skewness | 1.973732852 |
| Sum | 8104890.12 |
| Variance | 6148.838613 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 129.52 | 10 | < 0.1% |
| 95.25 | 9 | < 0.1% |
| 95.72 | 9 | < 0.1% |
| 181.48 | 9 | < 0.1% |
| 143.28 | 8 | < 0.1% |
| 129.25 | 8 | < 0.1% |
| 90.25 | 8 | < 0.1% |
| 101.26 | 8 | < 0.1% |
| 98.22 | 8 | < 0.1% |
| 96.92 | 8 | < 0.1% |
| Other values (32042) | 51919 |
| Value | Count | Frequency (%) |
| 19.39 | 1 | |
| 21.27 | 1 | |
| 23.45 | 1 | |
| 25.14 | 1 | |
| 25.36 | 1 |
| Value | Count | Frequency (%) |
| 770.68 | 1 | |
| 733.98 | 1 | |
| 728.32 | 1 | |
| 709.48 | 1 | |
| 703.42 | 1 |
messaging_data_w3_4
Real number (ℝ)
Zeros
| Distinct | 32700 |
|---|---|
| Distinct (%) | 62.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 110.2410359 |
| Minimum | 0 |
|---|---|
| Maximum | 737.14 |
| Zeros | 1256 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.5915 |
| Q1 | 40.09 |
| median | 91.86 |
| Q3 | 154.7325 |
| 95-th percentile | 285.97 |
| Maximum | 737.14 |
| Range | 737.14 |
| Interquartile range (IQR) | 114.6425 |
Descriptive statistics
| Standard deviation | 90.64409119 |
|---|---|
| Coefficient of variation (CV) | 0.8222354812 |
| Kurtosis | 2.465328814 |
| Mean | 110.2410359 |
| Median Absolute Deviation (MAD) | 56.33 |
| Skewness | 1.346064338 |
| Sum | 5732974.83 |
| Variance | 8216.351268 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1256 | 2.4% |
| 9.95 | 10 | < 0.1% |
| 21.64 | 9 | < 0.1% |
| 19.86 | 9 | < 0.1% |
| 8.33 | 8 | < 0.1% |
| 17.98 | 8 | < 0.1% |
| 19.27 | 8 | < 0.1% |
| 65.11 | 8 | < 0.1% |
| 10.39 | 8 | < 0.1% |
| 10.83 | 8 | < 0.1% |
| Other values (32690) | 50672 |
| Value | Count | Frequency (%) |
| 0 | 1256 | |
| 0.01 | 2 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.03 | 2 | < 0.1% |
| 0.04 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 737.14 | 1 | |
| 731.45 | 1 | |
| 705.71 | 1 | |
| 695.43 | 1 | |
| 694.01 | 1 |
data_usage_change_2wk
Real number (ℝ)
Unique
| Distinct | 52004 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.2912494551 |
| Minimum | -0.9382821763 |
|---|---|
| Maximum | 1.514833163 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 44916 |
| Negative (%) | 86.4% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | -0.9382821763 |
|---|---|
| 5-th percentile | -0.6878135056 |
| Q1 | -0.4822556154 |
| median | -0.3130854936 |
| Q3 | -0.1260178437 |
| 95-th percentile | 0.1801315764 |
| Maximum | 1.514833163 |
| Range | 2.45311534 |
| Interquartile range (IQR) | 0.3562377716 |
Descriptive statistics
| Standard deviation | 0.2662744408 |
|---|---|
| Coefficient of variation (CV) | -0.9142487173 |
| Kurtosis | 0.550467005 |
| Mean | -0.2912494551 |
| Median Absolute Deviation (MAD) | 0.1772177779 |
| Skewness | 0.5569309246 |
| Sum | -15146.13667 |
| Variance | 0.07090207781 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.2592923623 | 1 | < 0.1% |
| 0.04543945745 | 1 | < 0.1% |
| -0.4634401699 | 1 | < 0.1% |
| -0.7937780165 | 1 | < 0.1% |
| 0.1131615719 | 1 | < 0.1% |
| -0.524423757 | 1 | < 0.1% |
| -0.5024179707 | 1 | < 0.1% |
| -0.3709852373 | 1 | < 0.1% |
| -0.1647475137 | 1 | < 0.1% |
| -0.432241442 | 1 | < 0.1% |
| Other values (51994) | 51994 |
| Value | Count | Frequency (%) |
| -0.9382821763 | 1 | |
| -0.9370747197 | 1 | |
| -0.936242566 | 1 | |
| -0.9335795843 | 1 | |
| -0.9318668728 | 1 |
| Value | Count | Frequency (%) |
| 1.514833163 | 1 | |
| 1.318297105 | 1 | |
| 1.24443698 | 1 | |
| 1.197771927 | 1 | |
| 1.100207049 | 1 |
spend_change_2wk
Real number (ℝ)
Unique
| Distinct | 52004 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.2769093209 |
| Minimum | -1 |
|---|---|
| Maximum | 6.394325341 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 38930 |
| Negative (%) | 74.9% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.8619737246 |
| Q1 | -0.6313505759 |
| median | -0.3587673066 |
| Q3 | 0.002371799433 |
| 95-th percentile | 0.5227927095 |
| Maximum | 6.394325341 |
| Range | 7.394325341 |
| Interquartile range (IQR) | 0.6337223753 |
Descriptive statistics
| Standard deviation | 0.4649944297 |
|---|---|
| Coefficient of variation (CV) | -1.679229967 |
| Kurtosis | 6.122371393 |
| Mean | -0.2769093209 |
| Median Absolute Deviation (MAD) | 0.3059948431 |
| Skewness | 1.39458356 |
| Sum | -14400.39232 |
| Variance | 0.2162198196 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.4471201606 | 1 | < 0.1% |
| -0.1743070164 | 1 | < 0.1% |
| -0.8393452236 | 1 | < 0.1% |
| -0.5086663667 | 1 | < 0.1% |
| 0.1766954541 | 1 | < 0.1% |
| -0.8084989212 | 1 | < 0.1% |
| -0.773086524 | 1 | < 0.1% |
| -0.1062587576 | 1 | < 0.1% |
| 0.1400700388 | 1 | < 0.1% |
| -0.6756019312 | 1 | < 0.1% |
| Other values (51994) | 51994 |
| Value | Count | Frequency (%) |
| -1 | 1 | |
| -1 | 1 | |
| -1 | 1 | |
| -1 | 1 | |
| -1 | 1 |
| Value | Count | Frequency (%) |
| 6.394325341 | 1 | |
| 6.208376714 | 1 | |
| 5.293660473 | 1 | |
| 5.020302353 | 1 | |
| 4.964253276 | 1 |
video_data_change_2wk
Real number (ℝ)
| Distinct | 52000 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.2847351904 |
| Minimum | -1 |
|---|---|
| Maximum | 3.061199357 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 40550 |
| Negative (%) | 78.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.8291643764 |
| Q1 | -0.580272908 |
| median | -0.3419931344 |
| Q3 | -0.04648750747 |
| 95-th percentile | 0.4304705923 |
| Maximum | 3.061199357 |
| Range | 4.061199357 |
| Interquartile range (IQR) | 0.5337854005 |
Descriptive statistics
| Standard deviation | 0.3995752948 |
|---|---|
| Coefficient of variation (CV) | -1.403322484 |
| Kurtosis | 1.813930113 |
| Mean | -0.2847351904 |
| Median Absolute Deviation (MAD) | 0.2619991759 |
| Skewness | 0.9305360007 |
| Sum | -14807.36884 |
| Variance | 0.1596604162 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 2 | < 0.1% |
| -1 | 2 | < 0.1% |
| -1 | 2 | < 0.1% |
| -1 | 2 | < 0.1% |
| -0.5309338057 | 1 | < 0.1% |
| 0.6208497222 | 1 | < 0.1% |
| -0.3780146279 | 1 | < 0.1% |
| -0.287024854 | 1 | < 0.1% |
| -0.4333307936 | 1 | < 0.1% |
| -0.1162615019 | 1 | < 0.1% |
| Other values (51990) | 51990 |
| Value | Count | Frequency (%) |
| -1 | 1 | |
| -1 | 1 | |
| -1 | 1 | |
| -1 | 1 | |
| -1 | 1 |
| Value | Count | Frequency (%) |
| 3.061199357 | 1 | |
| 2.945339487 | 1 | |
| 2.940220106 | 1 | |
| 2.936407012 | 1 | |
| 2.6535492 | 1 |
messaging_data_change_2wk
Real number (ℝ)
| Distinct | 51861 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.2634788244 |
| Minimum | -1 |
|---|---|
| Maximum | 11.36764222 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 37441 |
| Negative (%) | 72.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.9438587599 |
| Q1 | -0.6988463733 |
| median | -0.3680959575 |
| Q3 | 0.06487681631 |
| 95-th percentile | 0.6936193008 |
| Maximum | 11.36764222 |
| Range | 12.36764222 |
| Interquartile range (IQR) | 0.7637231896 |
Descriptive statistics
| Standard deviation | 0.5665586139 |
|---|---|
| Coefficient of variation (CV) | -2.150300371 |
| Kurtosis | 11.10446385 |
| Mean | -0.2634788244 |
| Median Absolute Deviation (MAD) | 0.3681288093 |
| Skewness | 1.7365576 |
| Sum | -13701.95279 |
| Variance | 0.3209886629 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 3 | < 0.1% |
| -1 | 3 | < 0.1% |
| -1 | 3 | < 0.1% |
| -1 | 3 | < 0.1% |
| -1 | 3 | < 0.1% |
| -1 | 3 | < 0.1% |
| -1 | 3 | < 0.1% |
| -1 | 3 | < 0.1% |
| -1 | 3 | < 0.1% |
| -1 | 3 | < 0.1% |
| Other values (51851) | 51974 |
| Value | Count | Frequency (%) |
| -1 | 1 | |
| -1 | 1 | |
| -1 | 1 | |
| -1 | 1 | |
| -1 | 1 |
| Value | Count | Frequency (%) |
| 11.36764222 | 1 | |
| 8.398104265 | 1 | |
| 8.257142857 | 1 | |
| 6.653377926 | 1 | |
| 5.923188669 | 1 |
pct_data_on_video_w3_4
Real number (ℝ)
| Distinct | 51956 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4764713489 |
| Minimum | 0 |
|---|---|
| Maximum | 0.9876583282 |
| Zeros | 49 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1551494872 |
| Q1 | 0.3386659577 |
| median | 0.4774459807 |
| Q3 | 0.6159403774 |
| 95-th percentile | 0.791704193 |
| Maximum | 0.9876583282 |
| Range | 0.9876583282 |
| Interquartile range (IQR) | 0.2772744197 |
Descriptive statistics
| Standard deviation | 0.1914975659 |
|---|---|
| Coefficient of variation (CV) | 0.40190783 |
| Kurtosis | -0.5581796596 |
| Mean | 0.4764713489 |
| Median Absolute Deviation (MAD) | 0.1386353296 |
| Skewness | -0.02558104605 |
| Sum | 24778.41603 |
| Variance | 0.03667131774 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49 | 0.1% |
| 0.4915133526 | 1 | < 0.1% |
| 0.1857432806 | 1 | < 0.1% |
| 0.400514038 | 1 | < 0.1% |
| 0.6398584812 | 1 | < 0.1% |
| 0.4786257151 | 1 | < 0.1% |
| 0.7355855947 | 1 | < 0.1% |
| 0.5469804809 | 1 | < 0.1% |
| 0.7401583725 | 1 | < 0.1% |
| 0.305755637 | 1 | < 0.1% |
| Other values (51946) | 51946 |
| Value | Count | Frequency (%) |
| 0 | 49 | |
| 0.0005265403575 | 1 | < 0.1% |
| 0.0009646946804 | 1 | < 0.1% |
| 0.001248089301 | 1 | < 0.1% |
| 0.001994629574 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.9876583282 | 1 | |
| 0.9824748785 | 1 | |
| 0.9811827591 | 1 | |
| 0.9785050786 | 1 | |
| 0.9777838371 | 1 |
pct_data_on_messaging_w3_4
Real number (ℝ)
Zeros
| Distinct | 50749 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03105740039 |
| Minimum | 0 |
|---|---|
| Maximum | 0.5580302023 |
| Zeros | 1256 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.001672257068 |
| Q1 | 0.01041137396 |
| median | 0.02274572985 |
| Q3 | 0.04097598047 |
| 95-th percentile | 0.08857853418 |
| Maximum | 0.5580302023 |
| Range | 0.5580302023 |
| Interquartile range (IQR) | 0.03056460651 |
Descriptive statistics
| Standard deviation | 0.03186273645 |
|---|---|
| Coefficient of variation (CV) | 1.025930569 |
| Kurtosis | 18.34838587 |
| Mean | 0.03105740039 |
| Median Absolute Deviation (MAD) | 0.01425455892 |
| Skewness | 3.066505842 |
| Sum | 1615.10905 |
| Variance | 0.001015233974 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1256 | 2.4% |
| 0.02720746024 | 1 | < 0.1% |
| 0.06091671726 | 1 | < 0.1% |
| 0.02956019849 | 1 | < 0.1% |
| 0.01922021142 | 1 | < 0.1% |
| 0.05436141221 | 1 | < 0.1% |
| 0.01033185652 | 1 | < 0.1% |
| 0.1049073225 | 1 | < 0.1% |
| 0.01388359268 | 1 | < 0.1% |
| 0.06594523637 | 1 | < 0.1% |
| Other values (50739) | 50739 |
| Value | Count | Frequency (%) |
| 0 | 1256 | |
| 2.083498277 × 10-6 | 1 | < 0.1% |
| 3.091381229 × 10-6 | 1 | < 0.1% |
| 7.249686451 × 10-6 | 1 | < 0.1% |
| 7.348708464 × 10-6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.5580302023 | 1 | |
| 0.5032076778 | 1 | |
| 0.4736640624 | 1 | |
| 0.4704204009 | 1 | |
| 0.4582679087 | 1 |
pct_spend_on_vas_w3_4
Real number (ℝ)
Zeros
| Distinct | 50762 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2433102251 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1194 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01147924106 |
| Q1 | 0.07409892415 |
| median | 0.1661385948 |
| Q3 | 0.3316686024 |
| 95-th percentile | 0.7746455353 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.2575696783 |
Descriptive statistics
| Standard deviation | 0.2352295302 |
|---|---|
| Coefficient of variation (CV) | 0.9667885108 |
| Kurtosis | 1.758796006 |
| Mean | 0.2433102251 |
| Median Absolute Deviation (MAD) | 0.1107615872 |
| Skewness | 1.490876548 |
| Sum | 12653.10494 |
| Variance | 0.05533293186 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1194 | 2.3% |
| 1 | 3 | < 0.1% |
| 1 | 2 | < 0.1% |
| 1 | 2 | < 0.1% |
| 1 | 2 | < 0.1% |
| 1 | 2 | < 0.1% |
| 1 | 2 | < 0.1% |
| 1 | 2 | < 0.1% |
| 1 | 2 | < 0.1% |
| 1 | 2 | < 0.1% |
| Other values (50752) | 50791 |
| Value | Count | Frequency (%) |
| 0 | 1194 | |
| 5.410297271 × 10-5 | 1 | < 0.1% |
| 7.120985544 × 10-5 | 1 | < 0.1% |
| 7.287326015 × 10-5 | 1 | < 0.1% |
| 9.585627037 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 1 | 1 | |
| 1 | 1 | |
| 1 | 1 | |
| 1 | 1 |
distinct_services_w1_2
Real number (ℝ)
Skewed
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.99994231 |
| Minimum | 11 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 12 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.007595107078 |
|---|---|
| Coefficient of variation (CV) | 0.0006329286325 |
| Kurtosis | 17331.33314 |
| Mean | 11.99994231 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -131.6535856 |
| Sum | 624045 |
| Variance | 5.768565153 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 52001 | |
| 11 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 11 | 3 | < 0.1% |
| 12 | 52001 |
| Value | Count | Frequency (%) |
| 12 | 52001 | |
| 11 | 3 | < 0.1% |
distinct_services_w3_4
Real number (ℝ)
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.71557957 |
| Minimum | 8 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 12 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5376814564 |
|---|---|
| Coefficient of variation (CV) | 0.04589456742 |
| Kurtosis | 3.721671606 |
| Mean | 11.71557957 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.916358416 |
| Sum | 609257 |
| Variance | 0.2891013486 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 39221 | |
| 11 | 10980 | 21.1% |
| 10 | 1610 | 3.1% |
| 9 | 181 | 0.3% |
| 8 | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 12 | < 0.1% |
| 9 | 181 | 0.3% |
| 10 | 1610 | 3.1% |
| 11 | 10980 | 21.1% |
| 12 | 39221 |
| Value | Count | Frequency (%) |
| 12 | 39221 | |
| 11 | 10980 | 21.1% |
| 10 | 1610 | 3.1% |
| 9 | 181 | 0.3% |
| 8 | 12 | < 0.1% |
change_in_distinct_services
Real number (ℝ)
Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.2843627413 |
| Minimum | -4 |
|---|---|
| Maximum | 1 |
| Zeros | 39221 |
| Zeros (%) | 75.4% |
| Negative | 12782 |
| Negative (%) | 24.6% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | -4 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5376583229 |
|---|---|
| Coefficient of variation (CV) | -1.890748135 |
| Kurtosis | 3.722283624 |
| Mean | -0.2843627413 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.916040767 |
| Sum | -14788 |
| Variance | 0.2890764722 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39221 | |
| -1 | 10980 | 21.1% |
| -2 | 1609 | 3.1% |
| -3 | 181 | 0.3% |
| -4 | 12 | < 0.1% |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| -4 | 12 | < 0.1% |
| -3 | 181 | 0.3% |
| -2 | 1609 | 3.1% |
| -1 | 10980 | 21.1% |
| 0 | 39221 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0 | 39221 | |
| -1 | 10980 | 21.1% |
| -2 | 1609 | 3.1% |
| -3 | 181 | 0.3% |
churn
Real number (ℝ)
Zeros
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.231174525 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 39982 |
| Zeros (%) | 76.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 406.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4215878103 |
|---|---|
| Coefficient of variation (CV) | 1.823677631 |
| Kurtosis | -0.3734990773 |
| Mean | 0.231174525 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.275349085 |
| Sum | 12022 |
| Variance | 0.1777362818 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39982 | |
| 1 | 12022 | 23.1% |
| Value | Count | Frequency (%) |
| 0 | 39982 | |
| 1 | 12022 | 23.1% |
| Value | Count | Frequency (%) |
| 1 | 12022 | 23.1% |
| 0 | 39982 |